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🔥 Trending Topics · Last 48h
◬ AI & Machine Learning Apr 03, 2026
There should be $100M grants to automate AI safety

This post reflects my personal opinion and not necessarily that of other members of Apollo Research. TLDR: I think funders should heavily incentivize AI safety work that enables spending $100M+ in com…

AI Alignment Forum Read →
◬ AI & Machine Learning Apr 03, 2026
Can JavaScript Escape a CSP Meta Tag Inside an Iframe?

Research: Can JavaScript Escape a CSP Meta Tag Inside an Iframe? In trying to build my own version of Claude Artifacts I got curious about options for applying CSP headers to content in sandboxed ifra…

Simon Willison Read →
◬ AI & Machine Learning Apr 03, 2026
AI Security Fundamentals (2026): Threats and Controls - Blockchain Council

AI Security Fundamentals (2026): Threats and Controls Blockchain Council

Blockchain Council Read →
◬ AI & Machine Learning Apr 03, 2026
Cybersecurity M&A Round-Up: Big Players Boost AI Security Offerings - Infosecurity Magazine

Cybersecurity M&A Round-Up: Big Players Boost AI Security Offerings Infosecurity Magazine

Infosecurity Magazine Read →
◬ AI & Machine Learning Apr 03, 2026
Palo Alto Networks Forecasts 6 Predictions on Securing the New AI Economy for 2026 - paloaltonetworks.com

Palo Alto Networks Forecasts 6 Predictions on Securing the New AI Economy for 2026 paloaltonetworks.com

paloaltonetworks.com Read →
◬ AI & Machine Learning Apr 03, 2026
The Axios supply chain attack used individually targeted social engineering

The Axios team have published a full postmortem on the supply chain attack which resulted in a malware dependency going out in a release the other day , and it involved a sophisticated social engineer…

Simon Willison Read →
◬ AI & Machine Learning Apr 03, 2026
Microsoft Develops Scanner to Detect Backdoors in Open-Weight Large Language Models - The Hacker News

Microsoft Develops Scanner to Detect Backdoors in Open-Weight Large Language Models The Hacker News

The Hacker News Read →
◬ AI & Machine Learning Apr 03, 2026
Risky shadow AI use remains widespread - Cybersecurity Dive

Risky shadow AI use remains widespread Cybersecurity Dive

Cybersecurity Dive Read →
◬ AI & Machine Learning Apr 03, 2026
My most common research advice: do quick sanity checks

Written quickly as part of the Inkhaven Residency . At a high level, research feedback I give to more junior research collaborators often can fall into one of three categories: Doing quick sanity chec…

AI Alignment Forum Read →
◬ AI & Machine Learning Apr 03, 2026
Google Partner Tenex Raises $250 Million for AI Security Services - Bloomberg.com

Google Partner Tenex Raises $250 Million for AI Security Services Bloomberg.com

Bloomberg.com Read →
◬ AI & Machine Learning Apr 03, 2026
SentinelNet: Safeguarding Multi-Agent Collaboration Through Credit-Based Dynamic Threat Detection

arXiv:2510.16219v3 Announce Type: replace Abstract: Malicious agents pose significant threats to the reliability and decision-making capabilities of Multi-Agent Systems (MAS) powered by Large Language…

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
PRISM: Robust VLM Alignment with Principled Reasoning for Integrated Safety in Multimodality

arXiv:2508.18649v2 Announce Type: replace Abstract: Safeguarding vision-language models (VLMs) is a critical challenge, as existing methods often suffer from over-defense, which harms utility, or rely…

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
Optimus: A Robust Defense Framework for Mitigating Toxicity while Fine-Tuning Conversational AI

arXiv:2507.05660v2 Announce Type: replace Abstract: Customizing Large Language Models (LLMs) on untrusted datasets poses severe risks of injecting toxic behaviors. In this work, we introduce Optimus, …

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
An End-to-End Model for Logits-Based Large Language Models Watermarking

arXiv:2505.02344v3 Announce Type: replace Abstract: The rise of LLMs has increased concerns over source tracing and copyright protection for AIGC, highlighting the need for advanced detection technolo…

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
Taxonomy for Cybersecurity Threat Attributes and Countermeasures in Smart Manufacturing Systems

arXiv:2401.01374v2 Announce Type: replace Abstract: An attack taxonomy offers a consistent and structured classification scheme to systematically understand, identify, and classify cybersecurity threa…

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
Topology-Hiding Path Validation for Large-Scale Quantum Key Distribution Networks

arXiv:2604.01831v1 Announce Type: cross Abstract: Secure long-distance communication in quantum key distribution (QKD) networks depends on trusted repeater nodes along the entire transmission path. Co…

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
Type-Checked Compliance: Deterministic Guardrails for Agentic Financial Systems Using Lean 4 Theorem Proving

arXiv:2604.01483v1 Announce Type: cross Abstract: The rapid evolution of autonomous, agentic artificial intelligence within financial services has introduced an existential architectural crisis: large…

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
No Attacker Needed: Unintentional Cross-User Contamination in Shared-State LLM Agents

arXiv:2604.01350v1 Announce Type: cross Abstract: LLM-based agents increasingly operate across repeated sessions, maintaining task states to ensure continuity. In many deployments, a single agent serv…

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
Evolutionary Multi-Objective Fusion of Deepfake Speech Detectors

arXiv:2604.01330v1 Announce Type: cross Abstract: While deepfake speech detectors built on large self-supervised learning (SSL) models achieve high accuracy, employing standard ensemble fusion to furt…

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
PARD-SSM: Probabilistic Cyber-Attack Regime Detection via Variational Switching State-Space Models

arXiv:2604.02299v1 Announce Type: new Abstract: Modern adversarial campaigns unfold as sequences of behavioural phases - Reconnaissance, Lateral Movement, Intrusion, and Exfiltration - each often indi…

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
AEGIS: Adversarial Entropy-Guided Immune System -- Thermodynamic State Space Models for Zero-Day Network Evasion Detection

arXiv:2604.02149v1 Announce Type: new Abstract: As TLS 1.3 encryption limits traditional Deep Packet Inspection (DPI), the security community has pivoted to Euclidean Transformer-based classifiers (e.…

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
APEX: Agent Payment Execution with Policy for Autonomous Agent API Access

arXiv:2604.02023v1 Announce Type: new Abstract: Autonomous agents are moving beyond simple retrieval tasks to become economic actors that invoke APIs, sequence workflows, and make real-time decisions.…

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
RuleForge: Automated Generation and Validation for Web Vulnerability Detection at Scale

arXiv:2604.01977v1 Announce Type: new Abstract: Security teams face a challenge: the volume of newly disclosed Common Vulnerabilities and Exposures (CVEs) far exceeds the capacity to manually develop …

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
Architectural Implications of the UK Cyber Security and Resilience Bill

arXiv:2604.01937v1 Announce Type: new Abstract: The UK Cyber Security and Resilience (CS&R) Bill represents the most significant reform of UK cyber legislation since the Network and Information System…

arXiv Security Read →
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