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Bruce Schneier Blog · 16h#

Friday Squid Blogging: Squid Before the Chicxulub Meteor Impact

New research shows that squid lived all around the globe even before the Cretaceous-Paleogene mass extinction event. As usual, you can also use this squid post to talk about the security stories in the news that I haven’t covered. Blog…

IT Connect · 21h#

PwnEscape : une faille Linux permet de s’évader d’une VM KVM

PwnEscape (CVE-2026-99999), faille critique du noyau Linux, fait fuir la mémoire de l'hôte depuis une VM, jusqu'à l'évasion. Voici comment se protéger. Le post PwnEscape : une faille Linux permet de s’évader d’une VM KVM a été publié sur…

The Hacker News · 1j#

AI Decision Models and Their Impact on AI SOC Platforms

In the space of a month, a new category of AI model went from nonexistent to everywhere. TypeSafe AI released Jev on September 15 and called it a System One model, a nod to Kahneman's fast, intuitive thinking. OpenAI announced its own…

Bruce Schneier Blog · 1j#

Backdooring Open-Weight AI Models

This is a problem: Any open model whose weights have been edited can carry a backdoor, whether it’s a task-specific fine-tune, a merged adapter or an abliterated build. We have abliterated models in the title because it’s the most popular…

ArXiv Crypto · 1j#

Language-Based Agent Control

arXiv:2605.12863v2 Announce Type: replace-cross Abstract: This paper introduces language-based agent control (LBAC), a new programming model for agentic applications that brings techniques from programming languages and language-based…

ArXiv Crypto · 1j#

Extending Layered Attestation into ARM Application Run-Times

arXiv:2610.17614v2 Announce Type: replace Abstract: Modern mobile and edge platforms provide hardware-backed attestation of application and platform integrity at load-time. However, they offer little support once application execution…

ArXiv Crypto · 1j#

Defining Purpose-Limited Secrets

arXiv:2610.10010v2 Announce Type: replace Abstract: A cryptographic secret is issued for a purpose but grants a capability, and the capability is usually larger. Deployed systems state the purpose in policy and enforce only the capability.…

ArXiv Crypto · 1j#

Trust a Few: The Weakest Assumptions a Protocol Needs

arXiv:2610.09730v2 Announce Type: replace Abstract: Protocol verifiers check whether a protocol meets a security goal under stated trust assumptions, such as that a key is never leaked, a value is fresh, or a channel is authentic. They do…

ArXiv Crypto · 1j#

Autonomous OSS Threat Detection via Taxonomy-Aligned LLMs

arXiv:2610.01263v2 Announce Type: replace Abstract: Open-source software (OSS) ecosystems face escalating supply chain threats, including typosquatting, dependency confusion, Trojan Source obfuscation, malicious build injection, and CI/CD…

ArXiv Crypto · 1j#

SecureClaw: Clawing Back Control of LLM Agents

arXiv:2606.09549v3 Announce Type: replace Abstract: Tool-using large language model (LLM) agents face two distinct security failures: unauthorized external actions and exposure of sensitive plaintext inside the runtime before any final…

ArXiv Crypto · 1j#

Identifier-Free Code Embedding Models for Scalable Search

arXiv:2605.05251v2 Announce Type: replace Abstract: Function association is a useful process for binary reverse engineers. Search tools exist to perform association at scale, but they do not utilize the full range of capabilities that…

ArXiv Crypto · 1j#

On the Privacy of LLMs: An Ablation Study

arXiv:2605.02255v2 Announce Type: replace Abstract: Large language models (LLMs) face diverse privacy threats, yet existing studies typically evaluate individual attacks in isolation, offering limited guidance on which system factors drive…

ArXiv Crypto · 1j#

Private Retrieval Augmented Generation via Random Projection

arXiv:2610.22297v1 Announce Type: cross Abstract: Retrieval-Augmented Generation (RAG) enhances the capabilities of large language models (LLMs) by querying external structured knowledge. However, it can also introduce privacy risks by…

ArXiv Crypto · 1j#

Subgraph Counting with Local Node Differential Privacy

arXiv:2610.22278v1 Announce Type: cross Abstract: We study the problem of approximately counting subgraphs under local node differential privacy (LNDP), a recently introduced model that enforces strong privacy guarantees in analyses of…

ArXiv Crypto · 1j#

Shortcut Sensitivity in Agent-Safety Evaluations

arXiv:2610.22243v1 Announce Type: cross Abstract: AI agents take actions through tools. Some actions are sensitive, so guards that supervise them must themselves be evaluated reliably. Yet the data used to evaluate a guard can include cues…

ArXiv Crypto · 1j#

Smoothness of Shortest Isogenies to Frobenius Conjugates

arXiv:2610.21488v1 Announce Type: cross Abstract: Let $E$ be chosen uniformly from the geometric isomorphism classes of supersingular elliptic curves over $\overline{\mathbb{F}}_p$ and $\delta_E$ be the minimum degree of isogenies from $E$…

Bruce Schneier Blog · 1j#

Measuring Human Cryptanalysis Effort

Matthew Green has a new site that tries to estimate the number of cryptanalyst-hours that have been spent analyzing different public-key algorithms: Abstract: We estimate how much public cryptanalysis each public-key assumption has…

IT Connect · 1j#

NAS Synology – Plus d’espace disque disponible, que faire ?

Ce tutoriel explique comment analyser l'espace disque d'un NAS Synology avec QDirStat, l'équivalent de WinDirStat, pour identifier les fichiers volumineux. Le post NAS Synology – Plus d’espace disque disponible, que faire ? a été publié…

Bleeping Computer · 1j#

Is AI pentesting as good as a human pentester?

AI pentesting can uncover vulnerabilities missed by human testers, but it also has limitations in consistency, risk assessment, and understanding business context. Intruder compares the strengths and weaknesses of both approaches and…

Bleeping Computer · 2j#

Police arrests 95 suspects in international CSAM crackdown action

Law enforcement authorities from 17 countries in Latin America and Europe have arrested 95 suspects in an INTERPOL-coordinated operation targeting the distribution of child sexual abuse material (CSAM) through online messaging groups. [...]

The Hacker News · 2j#

Why AI Confidence Is Not Validation

AI is already part of digital forensics and incident response work, with or without a policy in place to govern it. The issue is that these tools are growing more confident in their own output faster than practitioners are developing…

Bleeping Computer · 2j#

UK Legal Aid Agency: Hackers stole records dating back to 1978

The Legal Aid Agency (LAA), an executive agency of the UK's Ministry of Justice that manages the country's Public Defender Service, says attackers who breached its IT systems in April 2025 stole records dating back to 1978. [...]

IT Connect · 2j#

Windows Server : les mises à jour d’octobre 2026 en détail

KB5126646, KB5126655 : Microsoft a publié les mises à jour d'octobre 2026 pour Windows Server. Fin du support principal de WS 2022 et nouveautés à connaître. Le post Windows Server : les mises à jour d’octobre 2026 en détail a été publié…

Bruce Schneier Blog · 2j#

Upcoming Speaking Engagements

This is a current list of where and when I am scheduled to speak: I’m speaking at ATTENTION: Democracy, Rebuilt in Montreal, Quebec, Canada. The event runs October 21–23, 2026, and my talk is on Wednesday, October 21. I’m speaking at the…

Bruce Schneier Blog · 2j#

The Future of AI Cryptanalysis

Matthew Green has been writing a rather pessimistic series of posts about the potential for AI systems to vastly outperform humans in cryptanalysis of both symmetric and public-key ciphers. I am more optimistic than he is. That is, I have…

Krebs on Security · 2j#

U.K. Sanctions Cryptomus for RU Money Laundering

The United Kingdom has issued economic sanctions against Cryptomus , a chameleonic cryptocurrency platform that experts say serves as a major conduit for payments related to ransomware, narcotics, darknet markets, fraud and cybercrime…

Bruce Schneier Blog · 2j#

Cyberattack on Connected Fridges in France

Another IoT cyberattack , this one in France: Hackers gained control of the software that regulates the temperatures of the refrigeration units, forcing some to warm to 50C (120F) overnight, according to one supermarket chain affected. […]…

Bleeping Computer · 2j#

The Blind Spots of Agentic Pentesting and How to Close Them

AI-powered penetration testing can uncover complex attack paths, but safety restrictions and network limitations leave many assets and vulnerabilities untested. Picus Security explains how combining agentic pentesting with exposure…