Search: “consumer-brands”

Brand Impersonation Takedown: From Whack-a-Mole to Managed Response

Mandiant-tracked group UNC3753 impersonated US professional services firms' brands in 2026; Cyble urges managed takedowns over manual abuse reports.

Cyble describes how Google Mandiant-tracked group UNC3753 targeted US professional services firms between January and May 2026 using brand impersonation, spoofed domains, and fake executive profiles. Manual takedowns fail because phishing pages damage brands within hours while removal takes days. A managed takedown program with continuous monitoring and pre-authorized removal cuts the exposure window from days to hours.

Cyble·Aug 17, 14:32 UTC · Aug 17, 2026Phishing & fraud in the wild

Distill Globally, Adapt Locally: Reasoning Distillation and Product-Type Test-Time Training for Scalable Trade-Up Recommendation

A distillation framework compresses LLM reasoning into a 15.5M-parameter trade-up recommendation model reaching AUC 0.941 with product-type test-time training.

The paper targets trade-up recommendation, which identifies higher-quality alternatives that preserve customer purchase intent. A retrieval-augmented few-shot LLM teacher generates labels and rationales that supervise a compact embedding-pair classifier; at inference the 15.5M-parameter student uses only two precomputed 768-dimensional embeddings with no LLM calls. On 8,352 annotated pairs, label-only training scored AUC 0.912, reasoning distillation reached 0.924, and product-type test-time training lifted it to 0.941 with average precision 0.940. The distilled student is roughly 5,000x faster and 10,000x cheaper than direct LLM inference on a 100K-pair proxy catalog.

arXiv cs.AI / cs.LG / cs.CL·Sep 4, 17:08 UTC · 12d agoAI research

Facebook and Gucci file joint lawsuit against persistent counterfeiter

The Record·Aug 5, 00:00 UTC · Aug 5, 2026Policy & legal

Generative Marketing Mix Modeling: A Causal Inference Framework Linking GEO and GEM to Business Impact

Paper proposes Generative Marketing Mix Modeling to causally estimate Generative Engine Optimization and Marketing effects on business outcomes.

The authors develop GMMM, a causal inference framework for measuring how often users see and notice a firm's name in generated answers, which standard marketing data ignore. For GEO it combines repeated generated answers with question counts, shares of generative-system usage and notice probabilities; for GEM it uses sponsored placement records with notice probabilities. The framework compares expected business responses under alternative treatment sequences, establishes identification conditions, and is evaluated on simulated product-recommendation answers in English and Japanese.

arXiv cs.AI / cs.LG / cs.CL·Sep 10, 17:57 UTC · 6d agoAI research

17 draft Cyber Resilience Act standards are open for comment

ETSI publishes 17 draft harmonised standards detailing EU Cyber Resilience Act compliance, open for comment until between mid-September and mid-November 2026.

Seventeen draft standards covering the higher-risk tier of products with digital elements, including password managers, antivirus software, connected toys and wearables, are open for comment. Following a Harmonised Standard grants manufacturers the presumption of conformity with the Cyber Resilience Act, whose obligations apply through the end of 2027 to importers, distributors, service providers and developers. The drafts went to 41 member organisations plus societal partners ANEC, ECOS, ETUC and SBS, with closing dates varying by vertical.

Help Net Security·Aug 14, 00:00 UTC · Aug 14, 2026Policy & legal

Instacart launches an AI grocery shopping assistant called Clementine

Instacart launches Clementine, a conversational AI grocery assistant that turns chats, lists, or recipes into purchasable carts in the US and Canada.

Instacart launched Clementine, an AI assistant that converts conversations, grocery lists, photos of handwritten lists, or recipes into ready-to-buy carts, now available in the US and Canada. It generates personalized recipes, tailors recommendations to dietary needs such as gluten-free and vegetarian, and surfaces deals and lower-cost alternatives. Uber Eats and DoorDash have launched similar AI assistants as delivery apps compete to become households' default meal-planning tools.

TechCrunch · AI·Sep 9, 13:00 UTC · 7d agoAI industry

AgenticGen: Reward-Guided Agentic Video Generation for Advertising

AgenticGen applies DPO and GRPO reward-guided reasoning to ad video generation, improving TikTok CTR 2.72%, CVR 2.63%, and Advv 9.61%.

AgenticGen decomposes advertising video generation into two trainable reasoning stages, strategy selection and draft generation, supervised by online business feedback. It learns a performance-based reward from accumulated online feedback plus a rubric-based reward aligned with human quality standards, then optimizes policies with DPO followed by GRPO using process and outcome rewards. Online A/B experiments in the TikTok advertising system show CTR up 2.72%, CVR up 2.63%, and Advv up 9.61% over an SFT baseline.

Hugging Face daily papers·Aug 30, 20:00 UTC · 17d agoAI research

Reimagining advertising with AI

OpenAI launches ChatGPT advertising features including Sponsored Agents, AI ad creation in Ads Manager, and integrations with HubSpot and Shopify.

OpenAI is testing Sponsored Agents in the United States, letting users converse with clearly labeled business-sponsored agents after clicking ads in ChatGPT. Advertisers can create, update, and analyze campaigns via natural-language prompts in ChatGPT with an Ads Manager plugin, plus AI-suggested copy and imagery in Ads Manager. HubSpot becomes the first CRM partner and Shopify the first ecommerce partner, with the Shopify app expanding internationally on September 23.

OpenAI News·13:00 UTC · 9h agoAI industry

Shipt becomes the latest delivery app with an AI shopping assistant

Target-owned delivery platform Shipt launched Ask Shipt, an AI shopping assistant that turns prompts and dish photos into ready-to-buy carts.

Shipt, the same-day delivery platform owned by Target, announced Ask Shipt, an AI assistant that converts text prompts, budget constraints, and uploaded dish photos into customized shopping carts. It follows similar 2026 launches from Instacart (Clementine), Uber Eats, and DoorDash. Target.com has separately added AI features such as photo search and review summaries. The tool is available now in the Shipt app and on Shipt.com.

TechCrunch · AI·Sep 9, 14:51 UTC · 7d agoAI industry

More than 100,000 fake stores are out to steal your card details

Researchers uncovered DoppelCart, a network of roughly 119,000 cloned fake shops that harvest card details and one-time bank codes during checkout.

Researchers at German firm Nebty identified 118,787 .shop domains tied to cloned online stores, representing 2.72% of the TLD population examined and described as the largest publicly documented fake-shop network by domain count. The shops mimic more than 44,000 brands, advertise discounts up to 65%, and 96% of confirmed shops reportedly share identical build files using just 27 ecommerce backends. Fraudulent checkout pages send card numbers, CVVs, billing data and bank one-time confirmation codes to attacker-controlled servers in real time over WebSockets, allowing criminals to complete payments while victims are still checking out.

Malwarebytes Labs·Sep 9, 15:02 UTC · 7d agoPhishing & fraud

The Frontier AEO Tracker: What Astra Chooses (and every other frontier model, and what you can do about it)

Latent Space launches an AEO tracker scoring 7 frontier models' product recommendations across 161 categories, revealing generational bias flips.

Latent Space built a tracker measuring Answer Engine Optimization by running 6 prompt variations across 7 frontier models with search enabled over 161 product categories, scoring first choices, alternatives, mentions, and anti-recommendations. It found 28 categories with a universally dominant primary choice and observed soft biases, such as models favoring their own lab's coding agents. Analysis of Anthropic's Sol→Astra and Opus→Fable generations showed newer models consulting fewer sources and being less likely to change answers when questions are paraphrased.

Latent Space·Sep 7, 21:32 UTC · 9d agoAI research

Researchers Show How Meta's 'Pervert Glasses' Are Used to Harass Women

University of Sydney researchers detail how pickup artists use Meta Ray-Ban smart glasses to covertly film and harass women, then post the videos on Instagram.

Researchers Joanne Gray, Milica Stilinovic, Marcus Carter, and Ben Egliston analyzed 350 Instagram videos posted between September 2023 and March 2026 showing unsolicited approaches to women filmed with smart glasses. They found a clear correlation between covert filming and harassment severity, arguing ambient capture creates 'borderline' harassment that evades platform moderation mechanisms. Instagram head Adam Mosseri said the platform would remove harassing pickup-line content, though similar videos remain widespread a month later. Meta's safeguards, such as the recording light, were previously criticized as insufficient, and users have modded glasses to disable the light.

404 Media·Aug 12, 14:05 UTC · Aug 12, 2026AI safety & security

Recorded Future Launches Digital Risk Protection, Unifying Brand and Identity Monitoring

Recorded Future launched Digital Risk Protection, unifying brand and identity monitoring across five external threat surfaces in one workflow.

Recorded Future announced Digital Risk Protection, combining brand threat monitoring and identity exposure monitoring across five use cases: malicious site, impersonation, code repository, dark web brand, and identity exposure monitoring. The platform includes an AI Triage Agent that automates alert evaluation with explicit verdicts and context, expanding social media analysis, OCR, full Telegram coverage, and infostealer log ingestion. Gartner's 2026 Magic Quadrant folded digital risk protection into cyber threat intelligence technologies, and the launch cites $15.9 billion in 2025 US fraud/scam losses, up 28% year over year.

Recorded Future·Sep 9, 00:00 UTC · 7d agoTools

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.

Huntress·Aug 27, 13:00 UTC · 20d agoIndustry

Présentation de Meta One : Un service d’abonnement offrant davantage de fonctionnalités et d’IA pour créer, se connecter et se démarquer

Meta launches Meta One subscription bundles with expanded Meta AI usage and creator/business tools, already at 15 million subscriptions and trials.

Meta launched Meta One, a new subscription service across Instagram, Facebook, WhatsApp and Meta AI with more than 50 features and 15 million subscriptions and trials to date. Core and Premium bundles add heavier use of compute-intensive AI features, including image creation/editing and video generation via the Muse models, plus tools like Restyle on Instagram. Pricing starts at EUR 2.49/month for single-product plans, EUR 6.99 for bundled consumer plans and EUR 16.99 for creator/business bundles; the core Meta AI experience remains free.

Meta Newsroom·Sep 15, 15:25 UTC · 1d agoAI industry

Teams calls are about to get a lot harder to fake

Microsoft will roll out Brand Impersonation Protection in Teams Calling from mid-May 2026, warning users about suspicious inbound VoIP calls impersonating trusted brands.

Microsoft Teams Calling is gaining Brand Impersonation Protection, which evaluates inbound VoIP calls from first-time external callers for signs of brand impersonation and displays warnings before users answer high-risk calls. The feature rolls out from mid-May 2026 with completion expected by late May 2026, is enabled by default, and requires no administrative action. Users can accept, block, or end flagged calls, and alerts may continue throughout a call if suspicious activity persists. Microsoft recommends preparing helpdesk teams and updating security awareness materials ahead of deployment.

Help Net Security·Sep 4, 08:04 UTC · 12d agoTools

Meta debuts its Muse AI agent. Will consumers trust it?

Meta launched Muse, a consumer AI agent powered by Muse Spark that connects to users' apps to execute tasks like emailing, booking travel, and payments.

Meta introduced Muse, a personal AI agent for US users that connects to email, calendars, payments, shopping, and other services to execute tasks such as booking travel, lowering bills, and completing purchases via Link by Stripe. The agent runs in a dedicated Muse Secure VM with a separate Sentinel agent kept apart at the system level, and Meta claims it cannot see passwords or payment data and does not share conversations with ad systems. Muse is free to start, with Power ($20/month) and Maximum ($100/month) subscription tiers, and is available on the web, iOS, Android, and WhatsApp, with Meta AI glasses support planned. The launch follows Meta's $18 billion multistate consumer-harms settlement and comes as rivals like Gemini Spark and Claude Cowork push agentic AI.

TechCrunch · AI·Sep 8, 19:00 UTC · 8d agoAI industry 3 sources1

Only Half of UK Manufacturers Have a Cyber Incident Response Plan

Make UK survey finds only half of UK manufacturers have a cyber incident response plan; 30% report recent incidents.

A Make UK survey reveals major cyber resilience gaps across UK manufacturing. Only around half of UK manufacturers have a cyber incident response plan in place. Some 30% of manufacturers report experiencing a recent cyber incident.

Infosecurity Magazine·Aug 11, 08:00 UTC · Aug 11, 2026Industry

Counterfeit installers to system compromise: Tracking a deceptive software download campaign

Microsoft tracks a counterfeit software-installer campaign compromising multinationals' China operations, moderately linked to the Silver Fox (Yinhu) actor.

Microsoft Defender Experts is tracking an active campaign using spoofed software download sites for brands such as Razer, Kaspersky, Microsoft Edge, Calibre, and Baidu Netdisk on .com.cn and .hl.cn domains, delivering installer archives whose hashes change per download, indicating server-side payload generation. The implants establish persistence, weaken security protections, and communicate with attacker-controlled infrastructure, with confirmed compromises across healthcare, manufacturing, gaming, technology, logistics, government, and education. Microsoft assesses with moderate confidence that the activity matches the publicly reported Silver Fox (Yinhu) fake software campaign; it has not attributed it to a nation-state actor.

Microsoft Security Blog·Sep 1, 22:48 UTC · 15d agoThreat actor in the wild1

Meta Patents AI Glasses to Use Facial Recognition to Identify People, Make Highlight Reels of Your Dinner Party

Meta filed a patent for AI glasses that identify people via facial recognition and auto-generate highlight reels of events like dinner parties.

A newly published Meta patent describes smartglasses that use facial recognition to detect people in frame, capture video clips of their actions, and compile highlight reels. The filing signals Meta's continued, controversial push to combine facial recognition with its AI glasses line. The patent was published Thursday and offers granular detail on Meta's product plans, though it does not confirm a shipping feature.

404 Media·Aug 14, 14:17 UTC · Aug 14, 2026AI industry

Necessary or Sufficient? Evaluating LLM Explanations With Behavioural Evidence

New framework tests whether LLM-cited explanation factors are necessary or sufficient, finding weak correlation across Claude, GPT, and Gemini models.

An arXiv paper introduces black-box intervention tests measuring whether factors LLMs cite in their explanations are necessary or sufficient for their outputs in agent oversight workflows. Across eight models from the Claude, GPT, and Gemini families, Spearman correlations between cited rankings and measured influence ranged from 0.349-0.354 (advisor recommendation) to 0.431-0.580 (prompt monitoring). Uncited factors scored above the lowest cited factor in up to 57.6% of advisor responses, showing cited top-three factors do not reliably identify the most influential inputs.

arXiv cs.AI / cs.LG / cs.CL·Sep 4, 17:37 UTC · 12d agoAI safety & security1

Meme Coin Factories: Uncovering Large-Scale Manipulations on pump.fun

Large-scale pump.fun study of 15 million meme coins identifies five manipulation classes including wash trading and a Market-Manipulation-as-a-Service ecosystem.

Researchers analyzed all 15 million coins launched on pump.fun over the last two years plus large random samples of transaction data, identifying five manipulation classes: wash trading, creator address obfuscation, coordinated sells, copycat coins, and social media manipulation. Strategic actors bypass the platform interface and implement strategies in a highly automated, low-latency way by interacting directly with the blockchain. The study also uncovers Market-Manipulation-as-a-Service (MMaaS) third-party tools that let non-technical users run these manipulations, and proposes mitigations for traders, pump.fun, and regulators.

arXiv cs.CR·Sep 9, 14:35 UTC · 7d agoResearch

Launching ‘Meta Startup School’ to Accelerate Growth For Early-Stage Startups

Meta launches Startup School, a three-month program giving 200 early-stage consumer startups training and mentorship from venture capital firms and industry experts.

Meta announced Meta Startup School, a three-month programme designed to help early-stage consumer brands accelerate growth. The first cohort will include 200 startups receiving exclusive support and training from venture capital firms and industry experts. The initiative is a business-ecosystem program rather than a security or AI research announcement.

Meta Newsroom·Aug 19, 11:00 UTC · 28d agoAI industry

Engineered Persuasion: Evaluating Personalized Pretexts in LLM-Generated Spear Phishing

A study of 180 US workers found each LLM phishing personalization level raised click-intention odds by 28%, but credibility depends on context fit.

The arXiv paper evaluates how personalized pretexts in LLM-generated spear phishing affect perceived credibility, using 180 US working adults across 1,436 evaluations of emails with four cumulative personalization levels, from workplace context to shared-project details. Convincingness rose 2.40 points per level in sensitivity analysis and click-intention odds increased 28% per level, while non-clickers shifted toward deleting rather than reporting. Qualitative coding showed details matching the recipient's role and routines supported credibility, whereas incorrect, vague, or channel-inappropriate details raised suspicion. The authors argue personalization effectiveness depends on pretext fit, with implications for workplace security training.

arXiv cs.CR·Sep 3, 19:21 UTC · 13d agoResearch

Suno launches v6 music models built with Warner, BMG, and Believe

Suno launches v6, v6-wild, and free v6-mini music models co-developed with Warner Music Group, BMG, and Believe, retiring all older models.

Suno's flagship v6 serves Pro and Premier subscribers, v6-wild targets experimentation, and v6-mini is free; all three understand vocals, instrumentation, structure, mood, and multimodal inputs, with text-based editing of individual song sections. The models were built with Warner Music Group, BMG, and Believe following Warner's November 2025 licensing settlement, while Universal and Sony continue litigating and a Munich court found v3.5 and v4 infringed six works. Suno reports more than 100 million users, over two million paying subscribers, and $300 million ARR after raising $400 million at a $5.4 billion valuation in June.

The Decoder·Sep 9, 14:06 UTC · 7d agoModel release