#security News & Analysis

Don't Trust Stubborn Neighbors: A Security Framework for Agentic Networks

Evaluation of Audio Language Models for Fairness, Safety, and Security

Researchers introduce a structural taxonomy and unified evaluation framework for Audio Large Language Models (ALLMs) to assess fairness, safety, and security. The study reveals systematic differences in how ALLMs handle audio versus text inputs, with FSS behavior closely tied to acoustic information integration methods.

Wife used CCTV to steal $176M of husband’s crypto, UK court told

A UK court case involves allegations that a wife used CCTV surveillance to steal $176 million worth of cryptocurrency from her husband. Justice Cotter indicated the husband has a strong chance of success based on available evidence and recommended proceeding to an early trial.

Nvidia’s version of OpenClaw could solve its biggest problem: security

Nvidia announced NemoClaw, an open enterprise AI agent platform built on the viral OpenClaw framework. This platform appears to address security concerns, which Nvidia identifies as one of its biggest challenges in the AI space.

Michael Saylor Warns Quantum Threat Would Break the Internet

Michael Saylor dismisses concerns about quantum computing posing a unique threat to Bitcoin, arguing that any quantum technology powerful enough to break Bitcoin's encryption would simultaneously destroy the entire global digital infrastructure including banking systems and the internet.

Crypto crime on the rise in Spain’s Basque Country, say police

Police in Spain's Basque Country report a surge in cryptocurrency-related crimes, including scamming, crypto kidnapping, and money laundering activities. The criminal activities are spreading across Southern Europe, highlighting growing security concerns in the crypto space.

Asia's weekly TOP10 crypto news: Rumors of Hong Kong's First Stablecoin Issuer Licenses, Dubai Token2049 Summit Postponed and Top10 News

A building in Dubai's International Financial Centre (DIFC) was hit by debris from an intercepted drone on Friday morning, representing the second such incident near the financial center that day. This security event occurred in a key financial hub that hosts major cryptocurrency and blockchain activities.

The Attack and Defense Landscape of Agentic AI: A Comprehensive Survey

Hiding in Plain Sight: A Steganographic Approach to Stealthy LLM Jailbreaks

Taming OpenClaw: Security Analysis and Mitigation of Autonomous LLM Agent Threats

Cascade: Composing Software-Hardware Attack Gadgets for Adversarial Threat Amplification in Compound AI Systems

KEPo: Knowledge Evolution Poison on Graph-based Retrieval-Augmented Generation

Security Considerations for Artificial Intelligence Agents

Automating Skill Acquisition through Large-Scale Mining of Open-Source Agentic Repositories: A Framework for Multi-Agent Procedural Knowledge Extraction

Counterweights and Complementarities: The Convergence of AI and Blockchain Powering a Decentralized Future

Why LLMs Fail: A Failure Analysis and Partial Success Measurement for Automated Security Patch Generation

A research study analyzing 319 LLM-generated security patches found that only 24.8% achieve full correctness, with most failures due to semantic misunderstanding rather than syntax errors. LLMs preserve functionality well but struggle significantly with security fixes, with success rates varying dramatically by vulnerability type.

Contract And Conquer: How to Provably Compute Adversarial Examples for a Black-Box Model?

Researchers propose Contract And Conquer (CAC), a new method for provably generating adversarial examples against black-box neural networks using knowledge distillation and search space contraction. The approach provides theoretical guarantees for finding adversarial examples within a fixed number of iterations and outperforms existing methods on ImageNet datasets including vision transformers.

Burn-After-Use for Preventing Data Leakage through a Secure Multi-Tenant Architecture in Enterprise LLM

Towards Robust Speech Deepfake Detection via Human-Inspired Reasoning

Researchers propose HIR-SDD, a new framework combining Large Audio Language Models with human-inspired reasoning to detect speech deepfakes. The method aims to improve generalization across different audio domains and provide interpretable explanations for deepfake detection decisions.

Bitcoin Vault Security Advances With Babylon-Ledger Integration

Babylon Labs is integrating with Ledger to enable hardware wallet authorization for Trustless Bitcoin Vaults, giving 8 million Ledger users secure access to protocol-level vault operations. Meanwhile, Bitcoin orderbook data shows elevated sell-side liquidity at two-month highs, mirroring patterns seen during previous market retests.

French police arrest 12 as probe into spate of violent crypto kidnappings widens

French police arrested 12 individuals in Lyon connected to violent cryptocurrency kidnappings that occurred in August. This represents a widening investigation into a series of crypto-related violent crimes in France.

Anchorage Digital makes strategic investment in security firm Immunefi, buys IMU tokens

Anchorage Digital has made a strategic investment in cybersecurity firm Immunefi and purchased IMU tokens. The partnership will see Immunefi provide security services for Anchorage's Porto wallet product.

Trust Wallet adds real-time scam address checks for crypto users

Trust Wallet has implemented real-time address poisoning protection across 32 EVM-compatible blockchain networks, introducing automated scam address screening functionality. This security enhancement comes as wallet providers face increasing pressure to protect users from sophisticated crypto scams and malicious addresses.

French couple forced to hand over $1M in Bitcoin by criminals posing as police

A French couple was robbed of approximately $1 million in Bitcoin by criminals who impersonated police during a fake home invasion. This incident highlights the growing trend of physical 'wrench attacks' targeting cryptocurrency holders.

They said they were police, but pulled a knife and stole $1m in Bitcoin

Three men posing as police officers robbed a couple in Versailles, France at knifepoint, forcing them to transfer approximately $1 million worth of Bitcoin. French police are actively investigating this cryptocurrency theft case.