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◬ AI & Machine Learning Apr 03, 2026
Contextualizing Sink Knowledge for Java Vulnerability Discovery

arXiv:2604.01645v1 Announce Type: new Abstract: Java applications are prone to vulnerabilities stemming from the insecure use of security-sensitive APIs, such as file operations enabling path traversa…

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
Seclens: Role-specific Evaluation of LLM's for security vulnerablity detection

arXiv:2604.01637v1 Announce Type: new Abstract: Existing benchmarks for LLM-based vulnerability detection compress model performance into a single metric, which fails to reflect the distinct prioritie…

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
Diffusion-Guided Adversarial Perturbation Injection for Generalizable Defense Against Facial Manipulations

arXiv:2604.01635v1 Announce Type: new Abstract: Recent advances in GAN and diffusion models have significantly improved the realism and controllability of facial deepfake manipulation, raising serious…

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
RefinementEngine: Automating Intent-to-Device Filtering Policy Deployment under Network Constraints

arXiv:2604.01627v1 Announce Type: new Abstract: Translating security intent into deployable network enforcement rules and maintaining their effectiveness despite evolving cyber threats remains a large…

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
Assertain: Automated Security Assertion Generation Using Large Language Models

arXiv:2604.01583v1 Announce Type: new Abstract: The increasing complexity of modern system-on-chip designs amplifies hardware security risks and makes manual security property specification a major bo…

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
AI-Assisted Hardware Security Verification: A Survey and AI Accelerator Case Study

arXiv:2604.01572v1 Announce Type: new Abstract: As hardware systems grow in complexity, security verification must keep up with them. Recently, artificial intelligence (AI) and large language models (…

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
EXHIB: A Benchmark for Realistic and Diverse Evaluation of Function Similarity in the Wild

arXiv:2604.01554v1 Announce Type: new Abstract: Binary Function Similarity Detection (BFSD) is a core problem in software security, supporting tasks such as vulnerability analysis, malware classificat…

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
SelfGrader: Stable Jailbreak Detection for Large Language Models using Token-Level Logits

arXiv:2604.01473v1 Announce Type: new Abstract: Large Language Models (LLMs) are powerful tools for answering user queries, yet they remain highly vulnerable to jailbreak attacks. Existing guardrail m…

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
Preserving Target Distributions With Differentially Private Count Mechanisms

arXiv:2604.01468v1 Announce Type: new Abstract: Differentially private mechanisms are increasingly used to publish tables of counts, where each entry represents the number of individuals belonging to …

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
Cooking Up Risks: Benchmarking and Reducing Food Safety Risks in Large Language Models

arXiv:2604.01444v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly deployed for everyday tasks, including food preparation and health-related guidance. However, food safety …

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
"The System Will Choose Security Over Humanity Every Time": Understanding Security and Privacy for U.S. Incarcerated Users

arXiv:2604.01370v1 Announce Type: new Abstract: Digital devices like tablets, media players, and kiosks are increasingly deployed in U.S. prisons. These technologies can enable incarcerated people to …

arXiv Security Read →
◬ AI & Machine Learning Apr 03, 2026
Safety, Security, and Cognitive Risks in World Models

arXiv:2604.01346v1 Announce Type: new Abstract: World models -- learned internal simulators of environment dynamics -- are rapidly becoming foundational to autonomous decision-making in robotics, auto…

arXiv Security Read →
⬡ Vulnerabilities & CVEs Apr 03, 2026
CVE-2026-33105 | Microsoft Azure Kubernetes Service improper authorization (EUVD-2026-18562)

A vulnerability was found in Microsoft Azure Kubernetes Service . It has been declared as critical . Affected is an unknown function. Such manipulation leads to improper authorization. This vulnerabil…

VulDB Read →
⬡ Vulnerabilities & CVEs Apr 03, 2026
CVE-2026-32173 | Microsoft Azure SRE Agent Gateway improper authentication (EUVD-2026-18558)

A vulnerability was found in Microsoft Azure SRE Agent Gateway . It has been rated as critical . Affected by this vulnerability is an unknown functionality. Performing a manipulation results in improp…

VulDB Read →
⬡ Vulnerabilities & CVEs Apr 03, 2026
CVE-2026-32211 | Microsoft Azure Web Apps MCP Server missing authentication (EUVD-2026-18560)

A vulnerability categorized as critical has been discovered in Microsoft Azure Web Apps . Affected by this issue is some unknown functionality of the component MCP Server . Executing a manipulation ca…

VulDB Read →
⬡ Vulnerabilities & CVEs Apr 03, 2026
CVE-2026-32213 | Microsoft Azure AI Foundry improper authorization (EUVD-2026-18561)

A vulnerability identified as critical has been detected in Microsoft Azure AI Foundry . This affects an unknown part. The manipulation leads to improper authorization. This vulnerability is traded as…

VulDB Read →
⬡ Vulnerabilities & CVEs Apr 03, 2026
CVE-2026-26135 | Microsoft Azure Custom Locations Resource Provider server-side request forgery

A vulnerability labeled as critical has been found in Microsoft Azure Custom Locations Resource Provider . This vulnerability affects unknown code. The manipulation results in server-side request forg…

VulDB Read →
⬡ Vulnerabilities & CVEs Apr 03, 2026
CVE-2026-33107 | Microsoft Azure Databricks server-side request forgery (EUVD-2026-18564)

A vulnerability marked as critical has been reported in Microsoft Azure Databricks . This issue affects some unknown processing. This manipulation causes server-side request forgery. This vulnerabilit…

VulDB Read →
⬡ Vulnerabilities & CVEs Apr 03, 2026
CVE-2026-5462 | Wahoo Fitness SYSTM App up to 7.2.1 on Android com.WahooFitness.SYSTM BuildConfig.java SEGMENT_WRITE_KEY hard-coded key

A vulnerability described as problematic has been identified in Wahoo Fitness SYSTM App up to 7.2.1 on Android. Impacted is an unknown function of the file com/WahooFitness/SYSTM/BuildConfig.java of t…

VulDB Read →
◉ Threat Intelligence Apr 03, 2026
ISC Stormcast For Friday, April 3rd, 2026 https://isc.sans.edu/podcastdetail/9878, (Fri, Apr 3rd)
SANS ISC Read →
◇ Industry News & Leadership Apr 03, 2026
Adobe Breach – Threat Actor Allegedly Claims Leak of 13 Million Support Tickets and Employee Records

A threat actor identified as “Mr. Raccoon” has allegedly breached Adobe, claiming to have exfiltrated a massive trove of sensitive data, including 13 million support tickets containing personal inform…

Cybersecurity News Read →
◇ Industry News & Leadership Apr 03, 2026
Cloudflare’s new CMS is not a WordPress killer, it’s a WordPress alternative

Cloudflare on Wednesday rolled out EmDash, which it described as “the spiritual successor to WordPress.” The security vendor positioned EmDash as a far more secure site building tool that avoids the e…

CSO Online Read →
◬ AI & Machine Learning Apr 03, 2026
Researchers Find 175,000 Publicly Exposed Ollama AI Servers Across 130 Countries - The Hacker News

Researchers Find 175,000 Publicly Exposed Ollama AI Servers Across 130 Countries The Hacker News

The Hacker News Read →
◌ Quantum Computing Apr 03, 2026
Quantum computers need vastly fewer resources than thought to break vital encryption - Ars Technica

Quantum computers need vastly fewer resources than thought to break vital encryption Ars Technica

Ars Technica Read →
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