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Smart search ranks by meaning as well as keywords (one row per story, last 45 days).
A new open standard locks AI weights to approved hardware
OPAQUE releases Weight Custody Manifest, an open standard keeping AI model weights encrypted until receiving hardware cryptographically attests to builder-specified conditions.
OPAQUE, a confidential computing company, released the Weight Custody Manifest (WCM) standard as a developer-preview specification with a Python SDK and a public test suite of 91 cases. WCM keeps model weights encrypted until the receiving infrastructure proves via CPU/GPU attestation that it matches builder-signed conditions, and decryption access can be revoked later if conditions change. OPAQUE says it ran the attestation exchange on an NVIDIA H100 and on AMD and Intel confidential servers hosted on Azure and Google Cloud, with two independent SDK builds producing identical output across 5,948 files. The public quickstart only exercises protocol logic on synthetic evidence and skips GPU cryptographic verification, and the standard cannot distinguish an authorized key from one physically extracted from hardware.
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Risky Bulletin: Slovakia finds Russian backdoor in traffic speed cameras
Slovakia's NBU found an SMS-triggered backdoor in Russian-made NERO R-ONE traffic cameras, pausing a 279-unit deployment.
Slovakia's national security service NBU issued an alert against NERO R-ONE high-speed traffic cameras after finding a backdoor that grants shell and network access via SMS from hardcoded Russian phone numbers. The cameras are a rebranded version of the Russian CORDON PRO.M model by St. Petersburg firm Semicon, purchased via a Cyprus shell company under a €30 million EU-funded project. The report also found SecureBoot disabled, vulnerable web management, and unauthenticated live streams; the Interior Ministry paused deployment of 279 cameras pending independent assessment.
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You don’t have to join the hack-back program to inherit its risk
A new US presidential memorandum creates a vetted private hack-back program, leaving participating vendors and their customers with untested legal liability and collateral risks.
The August 12 National Security Presidential Memorandum directs the National Coordination Center, run jointly by DOJ and DHS, to approve covert surveillance and disruptive Cyber Effects Operations by vetted private companies, with a forfeitable bond of at least $1 million required as a contract condition. The analysis argues the criminal shield rests on an untested reading of the CFAA exemption at 18 U.S.C. 1030(f), with no civil safe harbor, no state-law preemption and no foreign-law protection. Non-participating organizations can still inherit risk through shared infrastructure collateral damage, lack of customer disclosure, Lloyd's bulletin Y5381 state-backed attack exclusions, and threat-intelligence pipelines feeding offensive proposals.
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Trump taps cyber firms to go on offensive against criminals
Presidential memorandum allows vetted private companies to conduct offensive cyber operations against transnational cybercrime with advance DOJ and DHS approval.
A presidential memorandum released Wednesday lets vetted US companies partner with the Justice and Homeland Security departments on offensive operations and surveillance targeting transnational cybercrime, fraud and predatory schemes, with written pre-approval required for every operation. Operations may not cause loss of life or rise to the level of use of force or armed attack under international law. Participating firms face penalties of at least $1 million for contract violations, must disclose all contractual relationships, and face annual evaluation, while agencies have two months to develop participation standards. The move builds on a March executive order; the White House says Americans reported $20.8 billion in cyber-related losses last year.
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CONTINUITY: Security-Context Contracts for Composable LLM Agent Controls
Researchers introduce CONTINUITY, a framework of assume-guarantee contracts that preserves LLM agent security context across components, verified across 2,560 attack instances.
The paper identifies security-context discontinuity, where individually sound controls drop, widen, or reinterpret security context as actions cross component boundaries, and proposes CONTINUITY, a framework of assume-guarantee contracts using signed root grants, provenance commitments, role-bound transition receipts, and effect-bound execution permits. It formalizes end-to-end consequence integrity, requiring every external effect to be backed by a valid authorization witness linking principal, task, provenance, and policy state. A reference verifier and cross-layer fault-injection suite covering 32 fault classes showed the full configuration committed no harmful external effect across 2,560 parameterized attack instances while completing all 700 benign tasks and escalating all 200 ambiguous cases.
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Arrested man allegedly impersonated NSA elite hacking unit, Supreme Court chief justice
Colorado man Joshua Culver indicted for impersonating NSA's Tailored Access Operations chief and Supreme Court Chief Justice John Roberts in Indiana court cases.
Joshua Culver, also known as Maverick Young, was arrested in Colorado after a July Indiana indictment on four counts of falsely impersonating an officer of the court and one count of using a forged judge's signature. He allegedly posed as an NSA officer in September to pressure the Tippecanoe County sheriff's office, and later presented a forged document purportedly from the head of the Tailored Access Operations unit demanding case dismissal and warrant quashing. The indictment also alleges he used a forged signature of Chief Justice John Roberts on a dismissal order in Grant County, Indiana.
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Product showcase: mSecure makes one vault do more than remember passwords
Product showcase reviews mSecure password manager's AES-256 zero-knowledge vault with passkeys, 2FA storage, and multi-device sync options.
mSecure is a password manager and data vault for iOS, Android, macOS, and Windows using AES-256 encryption and a zero-knowledge architecture, with sync via mSecure Cloud, Wi-Fi, iCloud, or Dropbox, plus local-only storage. It supports passkeys, one-time passwords, a Security Center for weak/reused passwords, and a configurable password generator. Recovery features include two-factor authentication, auto-lock, a Self-Destruct option after failed unlock attempts, and iCloud backups on iOS.
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Eight years later, federal authorities re-up charges against alleged Iranian hackers at Mabna Institute
US prosecutors unsealed a superseding indictment charging 17 Iranians in the Mabna Institute's state-sponsored theft of 31.5 terabytes from universities and companies.
The superseding indictment unsealed in the Southern District of New York charges 17 people affiliated with Tehran's Mabna Institute, adding eight defendants to the 2018 indictment of nine. The institute allegedly compromised over 100,000 professor email accounts worldwide, including 8,000 accounts at 144 US universities, and stole at least 31.5 terabytes of academic journals, dissertations, and e-books. US universities spent approximately $3.4 billion procuring the stolen data, and victims also included at least five federal and state agencies, 42 US companies, and 11 foreign companies including HBO. The State Department's Rewards for Justice program is offering up to $10 million for information on four of the defendants.
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Protecting Tokens and Assertions from Forgery, Theft, and Misuse: Implementation Recommendations for Agencies and Cloud Service Providers
NIST and CISA publish final interagency report with implementation guidance for protecting tokens and assertions from forgery and misuse.
CISA released a final NIST/CISA interagency report guiding federal agencies and cloud service providers on protecting identity assertions, access tokens, and cryptographic mechanisms underlying modern authentication and authorization. It addresses forgery, theft, and misuse of signed tokens that adversaries use for lateral movement and data access in hybrid and multi-cloud, SSO, federation, and API-based environments. The final version updates token validation, secrets management, and detection-at-scale guidance gathered via the Joint Cyber Defense Collaborative, and supports Executive Order 14306 and Secure by Design principles.
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Conti Ransomware Hacker Sentenced After Group Attacked Over 1,000 Victims Worldwide
Ukrainian national Oleksii Lytvynenko sentenced to four years in US prison for his role in Conti ransomware attacks on 1,000+ victims.
Oleksii Oleksiyovych Lytvynenko, 44, pleaded guilty to conspiracy to commit wire fraud for working as a developer and intruder in the Conti ransomware operation, coding a malware loader and handling data stolen from 12 victims. Conti compromised over 1,000 victims across 47 US states and 31 foreign countries between 2020 and 2022, generating more than $150 million in ransoms. He was arrested in County Cork, Ireland in July 2023 and extradited to the US. The sentencing is part of a wider US investigation into the Conti and TrickBot ecosystem.
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Bad Likert Judge: A Novel Multi-Turn Technique to Jailbreak LLMs by Misusing Their Evaluation Capability
Unit 42 details the Bad Likert Judge multi-turn jailbreak that abuses LLMs' evaluation capability, raising attack success rates over 60% across six frontier models.
Palo Alto Networks Unit 42 describes the Bad Likert Judge technique, a multi-turn jailbreak that asks a target LLM to act as a Likert-scale judge scoring the harmfulness of example responses. The highest-rated example in each scale can carry harmful content, bypassing the model's internal guardrails. Testing across six state-of-the-art text-generation LLMs showed an average attack success rate increase of more than 60% versus plain attack prompts, with tested models anonymized. The technique targets edge cases rather than typical use, and the article positions the work as guidance for defenders on potential jailbreak risks.
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Ministry of Justice apologizes after court staff accessed Southport victims' filesnew
UK Ministry of Justice apologized after court staff accessed Southport attack victims' files without authorization, exposing sensitive personal data with no evidence of third-party sharing.
The UK Ministry of Justice apologized after court staff accessed case files related to victims and survivors of the 2024 Southport murders without authorization, including sensitive personal data assessed as high risk for some individuals. There is no evidence the information was shared with third parties. HM Courts and Tribunals Service and HM Prison and Probation Service are investigating, and the Information Commissioner's Office has been informed. The incident follows similar unauthorized record access at North West Ambulance Service and Aintree University Hospital.
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GAUGE: A Formal Framework for Measuring Cryptographic Security under Heterogeneous Adversary Cost Models
GAUGE frames cryptographic security as profiles over adversary cost models, certifying a ranking reversal between ML-KEM-512 and AES-128 from a 4–5% memory pricing shift.
GAUGE represents cryptographic security as a function over admissible adversary cost models (a security profile), proves profiles are piecewise-linear and concave, and establishes a rating trilemma when two profiles cross. A polynomial-time linear-programming procedure certifies whether the ranking of two schemes is robust, reverses under admissible models, or is genuinely incomparable. Applied to NIST post-quantum standards, the framework certifies a ML-KEM-512 versus AES-128 ranking reversal from a 4–5% shift in memory pricing and measures lattice-sieving cost drift of 9.79 bits per year over eight years. A hybrid X25519 + ML-KEM-768 handshake reduces combined-break probability twenty-fold at a 2.3 kilobyte cost.
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FBI takes down China-linked hacking network behind attacks on NASA, DOJ and U.S. Senate
FBI seized domains disabling QScan and QTRouter malware run by China-linked QTFY group behind intrusions at NASA, DOJ, Senate and other agencies.
The Justice Department and FBI seized domains hard-coded into two malware tools, QScan and QTRouter, operated by a Chinese state-sponsored group called QTFY, tied to a Nanjing-based company that sold hacking services to China's Ministry of State Security and the PLA. QScan infected IoT devices worldwide while QTRouter combined them with commercial proxies and rented servers to build an obfuscation network that masked attack origins. Victims include NASA, the Federal Reserve, the Departments of Energy and Justice, HHS, NIH, and the U.S. Senate. The FBI and NSA published a joint advisory with indicators of compromise, the latest in operations against Mustang Panda, Flax Typhoon, and Volt Typhoon infrastructure.
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On Identifying Sound Conditions for Frontrunning Resistance
Researchers formally define smart-contract frontrunning resistance, showing 55% of 393 audited vulnerabilities escape state-of-the-art detection, and find two undisclosed Ethereum flaws.
The paper gives the first formal definition of frontrunning vulnerability for smart contracts, grounded in how honest users interact with contracts rather than contract code alone. In a large-scale study of 287 smart contract audits, 55% of the 393 vulnerabilities reported by leading auditors fall outside the scope of state-of-the-art dynamic detection criteria. The authors present a sound algorithm for synthesizing secure interaction conditions and apply it to real-world contracts, uncovering previously undiscovered vulnerabilities in two Ethereum contracts.
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TIER: Threat Implicitness Benchmark for Evaluating LLM Safety Behaviors
TIER benchmark shows LLM safety behaviors shift gradually across threat implicitness levels, with jailbreaks exposing the largest robustness gaps.
The TIER benchmark evaluates LLM safety behaviors across four risk domains and four threat levels, from explicit harmful requests to sophisticated jailbreaks, using a six-label behavior scale and two independent LLM judges. Experiments on six open-weight LLMs show safety behaviors evolve gradually across threat levels rather than flipping from refusal to compliance. Models with similar Attack Success Rates can exhibit distinct response distributions, arguing for behavior-aware safety evaluation.
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Risky Bulletin: Russia starts blocking DoH and DoT
Russian users report blocks on DoH and DoT servers, including Cloudflare 1.1.1.1 and Google 8.8.8.8, in an apparent censorship crackdown.
Russian internet users began reporting failures connecting to DNS-over-HTTPS and DNS-over-TLS servers, suggesting a government crackdown on the two privacy protocols. The blocks reportedly cover Cloudflare's 1.1.1.1 and Google's 8.8.8.8 resolvers; Roskomnadzor has not officially confirmed the action. The agency tested a similar block in March on Beeline's network and had named DoH for blocking as early as 2021. The bulletin also briefly notes state-sponsored phishing of EU officials, a DDoS against Norway's Digdir, the ReliaQuest/ShinyHunters dispute, and older ransomware and breach disclosures.
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Trusting-Trust Attack against an Entire Linux Distribution (via the strip utility)
ArXiv paper shows the trusting-trust compiler backdoor technique can compromise an entire Linux distribution via the strip utility.
The paper (arXiv 2607.24888) demonstrates that Ken Thompson's trusting-trust attack, long viewed as a compiler-specific threat, can backdoor an entire Linux distribution by targeting the strip utility. A compromised tool reproduces its backdoor in subsequent rebuilds of itself, generalizing the attack surface beyond compilers. The finding has supply-chain implications for build reproducibility and distribution trust, though it is a research result with no observed real-world exploitation.
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Iranian cyber spies used fake MRI scan results to hack ‘enemy of regime’
UK, US, and Dutch agencies expose CHOSEN BRICK spyware used by Iranian MOIS hackers to surveil dissidents, journalists, and activists via fake MRI lures.
The UK NCSC, FBI, and Dutch AIVD jointly warned that Iranian state-sponsored hackers deploy CHOSEN BRICK Windows spyware against dissidents, activists, and journalists since at least 2025. Operators build rapport over WhatsApp and Telegram, often posing as known contacts or tech support, then deliver malicious files disguised as an MRI scan or installers for Pictory, RunwayML, Norton, Telegram, Adobe Flash Player, and KeePass. The malware steals contacts, emails, and social media messages, captures screen content and microphone audio, adds Microsoft Defender exclusions, and uses per-victim Telegram bots for command and control. The FBI attributes the tradecraft to Iran's Ministry of Intelligence and Security, including the 'Handala Hack' persona, and stolen data has surfaced on pro-Iranian leak sites.
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Why federal cyber defense demands an offense-driven mindset
Opinion piece argues federal agencies should prioritize exploitability and autonomous penetration testing over static CVSS-based patching, citing CISA's BOD 26-04 and NSA's CAPT program.
The author argues that static CVSS-driven patching leaves federal agencies exposed because vulnerable does not equal exploitable, and adversaries chain misconfigurations and stolen credentials instead of burning zero-days. The piece cites CISA's BOD 26-04 and the NSA's Continuous Autonomous Penetration Testing (CAPT) program, which logged 28,282 completed pentests across 822 Defense Industrial Base organizations and closed 71% of critical findings within 30 days. It recommends defining risk by exploitability and mission impact and augmenting human pentesting with autonomous validation and verification.
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Thomson Reuters reveals breach that exposed U.S. and Canadian court records
Thomson Reuters disclosed a C-Track breach exposing court records and personal data across at least 12 US states, US Virgin Islands, and Canada.
Thomson Reuters discovered unauthorized activity in its C-Track court case management platform on June 30, 2026, tracing the intrusion to March 2026. Affected systems include Ontario's three courts, Wyoming's entire state judiciary, and appellate and supreme courts across at least 12 US states plus the US Virgin Islands. Exposed records may include names, Social Security numbers, driver's license numbers, medical information, dates of birth, and health insurance details, with some sealed court information possibly affected. The company is offering 12 months of free credit monitoring and reports no evidence of fraud so far; attribution and access method remain unknown.
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New AI Attack Hides Malicious Instructions in Normal-Looking Text to Evade Safety Filters
Check Point researchers show crafted prose hides policy-violating instructions that bypass all tested LLM gatekeepers, including GPT-4o mini and Llama Guard 3.
A new prompt-crafting technique embeds malicious payloads inside grammatical, natural-looking text without Base64, invisible Unicode, or obvious encodings, defeating lightweight pre-screening gatekeepers. In testing, all four evaluated gatekeeper models—gpt-4o-mini-2024-07-18, gpt-oss-safeguard:20b, claude-3-haiku-20240307, and llama-guard3:8b—classified the crafted wrappers as safe at a 100% bypass rate across 23 obfuscated prompts. GPT-5 Thinking in high-reasoning mode recovered and acted on the hidden instruction in 17 of 18 tests (~94.4%), often spending over a minute and multiple Python executions. Researchers recommend paraphrasing untrusted input, hardening gatekeeper policies, and applying defense-in-depth controls for agentic deployments.
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US Indicts 17 Iranians Over Years
US unsealed superseding indictment charging 17 Mabna Institute Iranians for IRGC-linked espionage stealing 31TB from universities, companies, and government agencies.
The Justice Department unsealed a superseding indictment charging 17 members of the Iran-based Mabna Institute, which conducted hacking campaigns since at least 2013 on behalf of the IRGC and other Iranian clients. The group compromised 144 US and 178 foreign universities, at least 42 US companies, and multiple government agencies, stealing over 31 terabytes of academic data and IP plus employee email inboxes. Hackers breached roughly 8,000 of 100,000 targeted professor accounts across 24 countries, selling stolen research through Megapaper.ir and Gigapaper.ir. Behzad Mesri, tied to the HBO breach and $6 million Bitcoin extortion, is among eight new defendants, and five defendants carry State Department Rewards for Justice bounties up to $10 million.
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Securing Your Business: The Vital Role of Cyber Insurance | Huntress
Huntress explains cyber insurance coverage types, insurer security requirements, and the shift toward documented evidence of controls.
Huntress outlines first-party and third-party cyber insurance coverage, including business interruption, data recovery, extortion, privacy liability, and regulatory fines. Insurers now commonly require EDR, MFA, security awareness training, patching, tested backups, least-privilege access, and incident response plans. With ransomware accounting for 91% of insurance losses in H1 2025 and average US breach costs at $10.22 million, underwriters increasingly demand evidence packs rather than self-attestation.
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Early 764 member sentenced to 77 years, longest prison term to date for a nihilistic violent extremist
Kyle Spitze, an early 764 member, was sentenced to 77 years for producing CSAM, the longest sentence for a nihilistic violent extremist.
Kyle William Spitze, an original member of the 764 nihilistic violent extremist network and administrator of the Harm Nation offshoot, was sentenced to 77 years in federal prison. He pleaded guilty in December 2024 to producing child sexual abuse material, possession of CSAM, and distributing animal crush videos, victimizing dozens of girls through coercion, doxing and swatting threats. Investigators found roughly 25 photo albums of abuse imagery on his phone and evidence of animal torture. The Justice Department framed the sentence as a signal in a broader enforcement push against 764, which has seen multiple members arrested or sentenced since 2025.
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BTR Reforged: Weaponizing Defender’s Remediation Driver as a Kernel Operation Primitive
Check Point shows attackers can abuse Microsoft Defender's signed remediation driver for arbitrary Ring 0 file and registry operations without exploiting any vulnerability.
Check Point Research presents BTR Reforged, a technique that repurposes Microsoft Defender's trusted remediation driver into an attacker-controlled kernel operation primitive. The signed driver can be instructed to execute arbitrary file and registry operations from Ring 0 without exploits, vulnerabilities, or memory corruption. The work demonstrates how trusted security components can be turned into attacker primitives, which is relevant for defenders assessing driver abuse risks.
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The Model Proposes, the Code Disposes: A Pre-Registered Ablation of a Verifier-and-Acceptance Stage in an LLM-Orchestrated Offensive-Security Agent
Pre-registered ablation finds a model verifier stage in an LLM offensive-security agent suppresses findings; removing it eliminated suppression with precision tradeoff.
The paper evaluates a verifier-and-acceptance stage in an LLM-orchestrated offensive-security agent via a pre-registered 20-run confirmatory ablation and a 2x2 factorial study with 40 runs on vulnerable lab targets. Removing the stage eliminated pre-report suppression (median 2 vs 0 findings, p = 0.00003) but reduced model-blinded shipped precision (0.471 vs 0.353, p = 0.0087). Suppression was attributed to the model verifier rather than deterministic acceptance rules, and an instrumented canary recorded zero external contacts in all 60 runs. The full design retained 93.8% of model-adjudicated true candidates but failed its pre-registered non-inferiority floor of 0.90.
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US charges 17 Iranian hackers over 31-terabyte academic data theft
US indicts 17 Iranian Mabna Institute hackers who stole 31TB of academic data from universities, companies, and agencies via spearphishing.
The US Department of Justice charged 17 alleged Mabna Institute members, adding eight defendants to the nine charged in 2018, for a 2013-2017 campaign largely conducted for Iran's Islamic Revolutionary Guard Corps. The group stole over 31TB of academic data and intellectual property from 144 US and 178 foreign universities, at least 42 US companies, and at least five federal and state agencies, compromising about 8,000 of 100,000 spearphished professor email accounts. US universities spent roughly $3.4 billion procuring the stolen data; one defendant also hacked HBO and sought about $6 million in bitcoin ransom. The State Department offers up to $10 million for information on five defendants, none of whom are in US custody.
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Bridging the First-Hour Gap: Evaluating AI Reliability and Benchmarking Deficiencies in Cyber Incident Response for Law Enforcement
Survey of playbooks, LLMs, RAG, and agentic AI for law-enforcement cyber first responders finds RAG most viable but benchmarks inadequate for legal requirements.
The paper surveys decision-support architectures (playbooks, LLMs, RAG frameworks, agentic AI) for frontline law enforcement during the first hour of a cyber incident, where volatile digital artifacts risk procedural errors and evidence attrition. RAG-based systems are identified as a relatively viable intermediate solution, though prompt sensitivity and confident hallucinations in legal contexts pose major risks. The authors find current cybersecurity benchmarks insufficient for law enforcement safety and legal demands, and argue for a new benchmark focused on naive query robustness and evidence preservation.
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FBI officials say AI is bolstering adversaries, emphasizing need to focus on cyber basics, patching
FBI officials said AI is accelerating adversary capabilities while its new cyber strategy emphasizes continuous patching, cyber hygiene, and AI-enabled defense.
At the Billington CyberSecurity Summit and ahead of a new FBI cyber strategy, deputy assistant director Jason Bilnoski said AI is boosting the speed and capability of both criminal and nation-state attackers, while stressing that basic controls like MFA would still prevent most attacks. Colleen Ferranti urged a shift from quarterly Patch Tuesday cycles to continuous, risk-based patching as AI accelerates vulnerability discovery. The strategy pledges AI-enabled triage, malware analysis, attribution support, agentic AI adoption, expanded Computer Network Operations, ICS Coordinators in every field office, and a pledge on victim relief and privacy.
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The modern attack chain: Rethinking Google Workspace security in the age of AI
Analysis of Vercel and Composio breaches shows stolen OAuth tokens, not phishing email, now open Google Workspace attacks — a path authorized AI agents follow.
The author analyzes the Vercel and Composio breaches as the same OAuth-first attack chain run twice: a stolen OAuth token, obtained via a compromised supplier, becomes the entry point rather than email. These tokens survive password resets, are hard to observe, and let attackers read Gmail and Drive data, take over accounts, and pivot laterally using stored credentials and password-reset magic links. The piece warns that authorized AI agents with overbroad OAuth grants can unintentionally traverse the same path — accessing inboxes, reading sensitive content, and exfiltrating data downstream — without any malicious actor or compromised credential.
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Risky Bulletin: Academics find source code overlaps between Geedge and China's Great Firewall
Academics linked Chinese vendor Geedge Networks' Tiangou Secure Gateway source code to one of the Great Firewall's three traffic filtering capabilities.
US researchers presenting at USENIX Security reconstructed Geedge Networks' Tiangou Secure Gateway firmware from over 100,000 leaked files, including Git repositories with commit history, and matched its filtering behavior to sections of China's Great Firewall. They found only 1 of 3 characterized DNS injectors matched Geedge code, noted the system relies on memory-unsafe C components and copied third-party code, and said its bugs could aid future circumvention tools. Geedge also exports censorship tools to Kazakhstan, Ethiopia, Pakistan, and Myanmar. The newsletter additionally rounds up multiple breaches.
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One in four MCP servers opens AI agent security to code execution risk
Noma Security whitepaper finds most popular AI Skills and many MCP servers carry high-risk capabilities, with state changes most prevalent.
Noma Security analyzed hundreds of popular MCP servers and Skills across eight risk categories, finding most widely used Skills carry at least one risky characteristic and a typical enterprise runs well over a hundred high-risk agent tools, with arbitrary code execution common across MCP servers. The most prevalent risk is the ability to change state or data, and named toxic combinations include ContextCrush data leakage, ForcedLeak via poisoned Salesforce CRM records, DockerDash supply-chain compromise, the Replit production database deletion, and the hijacked Amazon Q VS Code extension. Building on OWASP LLM06:2025, the paper proposes the No Excessive CAP framework of capabilities, autonomy, and permissions, recommending allowlisting, MCP version pinning, approval gates on irreversible actions, and user-scoped expiring credentials.
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Lawmakers call on Treasury to sanction hackers-for-hire
Bipartisan US lawmakers asked Treasury to sanction three India-based hack-for-hire firms accused of long-running espionage against Americans.
Sens. Ron Wyden and Sheldon Whitehouse and Rep. Pat Harrigan urged Treasury to add Sunkissed Organic Farms (formerly Appin), BellTroX, and CyberRoot to the Entity List. The letter says the mercenary groups conducted targeted espionage against US citizens, businesses, and lawyers for over fifteen years, allegedly including work for Qatar's government such as targeting opponents of Qatar's World Cup bid and Kristi Rogers, wife of Senate candidate Mike Rogers. Adding the firms to the Entity List would restrict their access to American software, cybersecurity tools, and cloud infrastructure. The lawmakers also accuse the groups of lawfare campaigns to censor investigative reporting on their hacking activities.
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Safety for Whom? Boundary-Aware Self-Distillation for Controlled LLM Safety Refusal
A self-distillation safety framework tunes narrow-boundary refusals in Qwen3-8B, raising target-domain refusal to 84.75% while cutting over-refusal from 15.20% to 5.20%.
The paper formulates narrow-boundary safety, where deployments need refusals within specific topics rather than whole subjects, and proposes an offline self-generated framework with controlled topic generation, escalating retries, and harmful-benign boundary pairs. On political persuasion with Qwen3-8B, the method raised target-domain refusal from 9.47% to 84.75% and cut the mean unsafe-response rate across three broader benchmarks from 26.26% to 0.14%. Verified target-model responses reduced over-refusal from 15.20% to 5.20%, and boundary-pair data cut comply-side over-refusal on held-out pairs from 32.94% to 4.16%. Results show data composition controls the safety-usability trade-off and alignment should be evaluated on both sides of the refusal boundary.
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Jail time for Maine child in 764 marks turning point in federal law enforcement
A 17-year-old from Maine became the first minor federally adjudicated for 764 extremist crimes, including child exploitation, signaling a policy shift on prosecuting juveniles.
The FBI said a Maine teenager is the first child federally charged and adjudicated for crimes tied to the nihilistic violent extremist collective 764, part of The Com network. Charges include conspiracy to sexually exploit a child, distributing CSAM, interstate threats, cyberstalking, and identity theft. The case marks a turning point in federal policy on prosecuting juveniles and continues heightened enforcement: Kyle Spitze was sentenced to 77 years and Alexis Chavez to 40 years in related cases. The FBI is investigating more than 500 subjects connected to 764 and its offshoots nationwide.
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Retail Cybersecurity in ANZ: Five Decisions That Keep Trading
Huntress outlines five key cybersecurity decisions for ANZ retail businesses to secure identities and maintain trading continuity against ransomware.
Huntress published guidance aimed at retailers in Australia and New Zealand, describing five decisions that help retail businesses stay trading through cyber incidents. The piece covers identity security, dependency management, and ransomware resilience. It is guidance content rather than a report of a specific incident.
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