Kai adds external attack surface management to its defense platform
The new view is meant to inventory internet-facing assets, APIs, and exposed AI infrastructure alongside internal findings.
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The new view is meant to inventory internet-facing assets, APIs, and exposed AI infrastructure alongside internal findings.

AI SPERA will contribute IP, domain and exposed-asset intelligence that INTERPOL may turn into leads for member countries.
Visible headings cite South Korean regulators, financial services, and AI speeding attacks rather than changing fundamentals.

Claude’s review of 25 projects also found pre-authentication code paths; OpenSSH 10.6 cut that reachable code by about a fifth.

Claude reported 493 issues across 25 projects and more than five million lines of code.

Censys says publicly exposed AI software grew 63% in nine months, led by vulnerable n8n hosts.
Of 6,309 marketplace listings, seven in ten had an elevated capability, and 59% of declarations understated the bundle.

UK NCSC is recruiting practitioners on how organisations assess and buy external attack surface management.

Horizon3.ai argues AI-speed attackers require continuous exposure management, not periodic visibility.

Hadrian raised $40 million in Series B funding to expand its autonomous AI offensive security platform.
Branch steering attacks achieve 94.4% success against computer-use agents and 89.5% against Dual-LLM; COBRA architecture cuts success to 0% while keeping 97% utility.

Detectify found 86-97% of open critical/high vulnerabilities on internet-facing systems of 1,293 customers exceed 90 days, with public sector remediating least.
SOCRadar Attack Surface Management now sends external findings into ArmorCode's ASPM workflow.

A CloudSEK-focused guide says enterprise threat intelligence must filter noise and correlate exposure.
Discussion of splitting rare Linux kernel modules like PPPoE and SCTP into separate packages to reduce attack surface after four local root vulns.

Unit 42 reports 43% of investigated attacks span four or more attack surfaces, urging SOCs to use AI-driven cross-domain correlation to reconstruct attack paths.
Theoretical study shows snapshot-based containment vastly underestimates required blocks when wiring changes, proposing reachability-based declared capability maps instead.
Position paper proposes hierarchical software quality assurance to characterize and secure EV charging station software attack surfaces.
Over 36,000 internet-exposed Plex Media Server instances remain unpatched against recently disclosed vulnerabilities, leaving them open to attack.
Securin launches the AI-native Securin Platform unifying exposure management, attack surface discovery, offensive validation and remediation to prove attack paths are closed.
Bruce Schneier reports GPT 5.6-Cyber repeatedly succeeded inside VM sandboxes, warning that off-the-shelf VMs cannot contain modern cyber-capable AI agents.

Sygnia-backed guidance urges a lifecycle approach to enterprise AI security, citing survey data that AI adoption is outpacing governance and incident readiness.
Akamai outlines an approach to streamlining application and API discovery and governance to reduce application and API risk.

Wiz Research's 2026 cloud risk report finds most high-severity findings lack a viable path to compromise, urging exposure-based prioritization.
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