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◬ AI & Machine Learning Apr 15, 2026
UniDetect: LLM-Driven Universal Fraud Detection across Heterogeneous Blockchains

arXiv:2604.12329v1 Announce Type: new Abstract: As cross-chain interoperability advances, decentralized finance (DeFi) protocols enable illicit funds to be reorganized into uniform liquid assets that …

arXiv Security Read →
◬ AI & Machine Learning Apr 15, 2026
WebAgentGuard: A Reasoning-Driven Guard Model for Detecting Prompt Injection Attacks in Web Agents

arXiv:2604.12284v1 Announce Type: new Abstract: Web agents powered by vision-language models (VLMs) enable autonomous interaction with web environments by perceiving and acting on both visual and text…

arXiv Security Read →
◬ AI & Machine Learning Apr 15, 2026
SpanKey: Dynamic Key Space Conditioning for Neural Network Access Control

arXiv:2604.12254v1 Announce Type: new Abstract: SpanKey is a lightweight way to gate inference without encrypting weights or chasing leaderboard accuracy on gated inference. The idea is to condition a…

arXiv Security Read →
◬ AI & Machine Learning Apr 15, 2026
TEMPLATEFUZZ: Fine-Grained Chat Template Fuzzing for Jailbreaking and Red Teaming LLMs

arXiv:2604.12232v1 Announce Type: new Abstract: Large Language Models (LLMs) are increasingly deployed across diverse domains, yet their vulnerability to jailbreak attacks, where adversarial inputs by…

arXiv Security Read →
◬ AI & Machine Learning Apr 15, 2026
From IOCs to Regex: Automating CTI Operationalization for SOC with LLMs

arXiv:2604.12228v1 Announce Type: new Abstract: Cyber Threat Intelligence (CTI) reports contain Indicators of Compromise (IOCs) that are critical for security operations. To operationalize these IOCs …

arXiv Security Read →
◬ AI & Machine Learning Apr 15, 2026
TimeMark: A Trustworthy Time Watermarking Framework for Exact Generation-Time Recovery from AIGC

arXiv:2604.12216v1 Announce Type: new Abstract: The widespread use of Large Language Models (LLMs) in text generation has raised increasing concerns about intellectual property disputes. Watermarking …

arXiv Security Read →
◬ AI & Machine Learning Apr 15, 2026
Mitigating S-RAHA: An On-device Framework to Prevent Forwarding of Re-Captured Images

arXiv:2604.12178v1 Announce Type: new Abstract: Protecting sensitive visual content from unauthorized redistribution is a growing challenge for privacy focused mobile applications, including dating pl…

arXiv Security Read →
◬ AI & Machine Learning Apr 15, 2026
COBALT-TLA: A Neuro-Symbolic Verification Loop for Cross-Chain Bridge Vulnerability Discovery

arXiv:2604.12172v1 Announce Type: new Abstract: We present COBALT-TLA, a neuro-symbolic verification loop that pairs an LLM with TLC, the TLA+ model checker, in an automated REPL. The LLM generates bo…

arXiv Security Read →
◬ AI & Machine Learning Apr 15, 2026
Fully Homomorphic Encryption on Llama 3 model for privacy preserving LLM inference

arXiv:2604.12168v1 Announce Type: new Abstract: The applications of Generative Artificial Intelligence (GenAI) and their intersections with data-driven fields, such as healthcare, finance, transportat…

arXiv Security Read →
◬ AI & Machine Learning Apr 15, 2026
LLM-Redactor: An Empirical Evaluation of Eight Techniques for Privacy-Preserving LLM Requests

arXiv:2604.12064v1 Announce Type: new Abstract: Coding agents and LLM-powered applications routinely send potentially sensitive content to cloud LLM APIs where it may be logged, retained, used for tra…

arXiv Security Read →
◬ AI & Machine Learning Apr 15, 2026
Can we Watermark Low-Entropy LLM Outputs?

arXiv:2604.12051v1 Announce Type: new Abstract: A recent and exciting thread of work focuses on developing methods for watermarking the output of large language models (LLMs). We focus on provably und…

arXiv Security Read →
◬ AI & Machine Learning Apr 15, 2026
SIR-Bench: Evaluating Investigation Depth in Security Incident Response Agents

arXiv:2604.12040v1 Announce Type: new Abstract: We present SIR-Bench, a benchmark of 794 test cases for evaluating autonomous security incident response agents that distinguishes genuine forensic inve…

arXiv Security Read →
◬ AI & Machine Learning Apr 15, 2026
Evaluating Lightweight Block Cipher Payload Encryption for Real-Time CAN Traffic

arXiv:2604.11853v1 Announce Type: new Abstract: This study evaluates the feasibility of integrating lightweight block cipher payload encryption into a real-time embedded controller area network (CAN) …

arXiv Security Read →
◬ AI & Machine Learning Apr 15, 2026
Beyond Static Sandboxing: Learned Capability Governance for Autonomous AI Agents

arXiv:2604.11839v1 Announce Type: new Abstract: Autonomous AI agents built on open-source runtimes such as OpenClaw expose every available tool to every session by default, regardless of the task. A s…

arXiv Security Read →
◉ Threat Intelligence Apr 15, 2026
Scanning for AI Models, (Tue, Apr 14th)

Starting March 10, 2026, my DShield sensor started getting probe for various AI models such as claude, openclaw, huggingface, etc. Reviewing the data already reported by other DShield sensors to ISC, …

SANS ISC Read →
◉ Threat Intelligence Apr 15, 2026
ISC Stormcast For Wednesday, April 15th, 2026 https://isc.sans.edu/podcastdetail/9892, (Wed, Apr 15th)
SANS ISC Read →
◇ Industry News & Leadership Apr 15, 2026
OpenAI Touts Wider Access to Its New Cyber Model

OpenAI Unveils GPT‑5.4‑Cyber in Pointed Rejoinder to Anthropic OpenAI unveiled Tuesday its answer to AI rival Anthropic's much-touted private release of a cybersecurity model by announcing the broader…

Data Breach Today Read →
◇ Industry News & Leadership Apr 15, 2026
Microsoft SharePoint Server 0-Day Vulnerability Actively Exploited in Attacks

A critical zero-day spoofing vulnerability in Microsoft SharePoint Server is being actively exploited in the wild, Microsoft confirmed on April 14, 2026, as part of its monthly security update cycle. …

Cybersecurity News Read →
◇ Industry News & Leadership Apr 15, 2026
OpenAI Launches GPT-5.4 with Reverse Engineering, Vulnerability and Malware Analysis Features

OpenAI has unveiled GPT-5.4-Cyber, a specialized variant of its flagship GPT-5.4 model fine-tuned for advanced defensive cybersecurity workflows, granting vetted security professionals expanded access…

Cybersecurity News Read →
◇ Industry News & Leadership Apr 15, 2026
April Patch Tuesday roundup: Zero day vulnerabilities and critical bugs

A critical hole in Windows Internet Key Exchange for secure communications, an actively exploited zero day in Microsoft SharePoint and a critical SQL injection vulnerability in a SAP product are the f…

CSO Online Read →
◇ Industry News & Leadership Apr 15, 2026
Curity looks to reinvent IAM with runtime authorization for AI agents

In 2026, enterprise developers are building and deploying the first generation of powerful, increasingly autonomous AI agents at incredible speed. Now comes the hard part: working out how to secure th…

CSO Online Read →
◇ Industry News & Leadership Apr 15, 2026
Microsoft Bets $10 Billion to Boost Japan's AI, Cybersecurity

The deal aims to accelerate AI adoption, train workers, and develop cybersecurity partnerships — the latest move by a hyperscaler to compete for sovereign AI and data centers.

Dark Reading Read →
◬ AI & Machine Learning Apr 15, 2026
Best Python Libraries for Cybersecurity: 2026 Edition - Dailyhunt

Best Python Libraries for Cybersecurity: 2026 Edition Dailyhunt

Dailyhunt Read →
◬ AI & Machine Learning Apr 15, 2026
AI Security and Cybersecurity Summit for Enterprises - Hong Kong Computer Emergency Response Team Coordination Centre

AI Security and Cybersecurity Summit for Enterprises Hong Kong Computer Emergency Response Team Coordination Centre

Hong Kong Computer Emergency Response Team Coordination Centre Read →
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