Google pauses open source bug bounty program after rise in AI submissions

Companies like Google and Microsoft are finding much bigger numbers of vulnerabilities in their own products as a result of AI. But the same technology is leading to public reporting programs becoming overwhelmed by the mass submission of speculative, duplicated, or hallucinated findings. Now,...

Proposed anti-Flock bills could spell trouble for license plate readers

Automated license plate readers ALPRs are cameras that photograph passing vehicles, read their number plates, and typically log the time, location, and vehicle details. On their own, the images might be used to find a stolen car or locate a suspect. But lately there have been a lot of concerns...

Adaptive Code Revision Attacks on AI Pull Request Reviewers

Pull-request review protects software before new code reaches users, helping prevent vulnerabilities that could expose users to attacks. AI agents increasingly perform these reviews and explain which problems need fixing. However, for an attacker submitting vulnerable code, this feedback also...

django-automated-logging (0.0.1a0) potentially affected by CVE-2026-15307 via django (1.10.0rc1)

django PYPI version 1.10.0rc1 is affected by a known vulnerability. The following packages have a transitive dependency on django and may be impacted: - django-automated-logging 0.0.1a0 Source cves: CVE-2026-15307 Source advisory: OSV:PYSEC-2026-4035...

prowler v5.44.0

Prowler is the Open Cloud Security Platform trusted by thousands to automate security and compliance in any cloud environment. With thousands of ready-to-use checks and compliance frameworks, Prowler delivers real-time, customizable monitoring and seamless integrations, making cloud security...

Cyberary-AI

🛡️ CYBERARY-AI: Autonomous Cyber Defense & Offensive Operation...

Automated deployment and scaling service Code Execution

The vulnerability of the automated deployment and scaling service for managed Apache Cassandra solutions lies in the implementation or modification of arguments. Exploiting this vulnerability allows a malicious actor to execute arbitrary code remotely...

Sandb0x-Xtract0r

SandB0x-Xtract0r An automated, cross-platform security analysis engine for safely detonating suspicious files, binaries, and applications. 🎬 Watch the Project Demo 💻 Tech Stack Core Programming Languages, Core Systems !Darthttps://img...

How Much Must a Private Mempool Hide? Exact Leakage Thresholds for Sandwich Attacks

Private and encrypted mempools hide pending transactions to stop sandwich attacks and other forms of maximal extractable value MEV, but what they hide is rarely everything: a transaction's pair, direction, and a coarse range for its size can still leak. How much leakage makes sandwiching pay? We...

PT-2026-98409

💻 Опережать атакующего: как находить уязвимости раньше, чем ими воспользуются 15 октября в Санкт-Петербурге пройдёт конференция CNews Петербург: Передовые технологии и кейсы России. На ней Игорь Первушин, руководитель экспертизы СайберОК, выступит с докладом «Опережать атакующего: как находить...

Automated Abstraction Refinement for Information Flow Security in Embedded Systems

Information flow analysis IFA is a powerful technique for verifying confidentiality and integrity and is therefore highly desirable for security-sensitive embedded systems. However, as these systems are inherently concurrent and time-dependent, existing IFA for embedded systems tend to be either...

C-To-Rust Fallacy: Automatic Refactoring != Memory Security

Rust has emerged as the leading system programming language, offering strong memory and type safety guarantees without compromising performance. This positions it as a compelling alternative to traditional languages like C and C++, which are susceptible to memory security bugs. However, manually...

Kubernetes Misconfigurations in the Wild: Taxonomy, Evolution, and Automated Repair with Large Language Models

Kubernetes is widely used to orchestrate cloud-native applications, yet its declarative configuration model often introduces security misconfigurations that threaten system reliability. Despite available detection tools, misconfiguration patterns and scalable remediation remain insufficiently...

testkube v2.13.2

The Open Testing Platform for AI-driven Engineering Teams Testkube provides a single platform for defining, running and analyzing automated tests, using your existing testing tools/scripts, running in your Kubernetes infrastructure...

PentestChain: A Cost-Aware, MCP-Orchestrated Framework for Automated Penetration Testing with Free-Tier LLMs

AI-driven penetration testing has been demonstrated with premium frontier models such as GPT-4, but the per-engagement token cost makes continuous, automated testing unaffordable for the smaller organisations that need it most. This paper presents PentestChain, a ten-phase automated penetration...

FACT_core v4.4.1

The Firmware Analysis and Comparison Tool FACT Contents Why FACT? Setup Usage Documentation Contribute Additional plugins Analysis Import/Export Presentations Social Acknowledgments License Why FACT? Firmware analysis can be used to achieve several interesting goals. Chief among those are...

WordPress Adds Automated Plugin Reviews to Block High-Risk Updates Before Distribution

WordPress has announced it's launching an automated security review for every release of a plugin before it's distributed through the WordPress.org update API so as to analyze it for potential security issues and ensure there are no risks involved. "New plugins are reviewed before they enter the...

Evaluating the NIST Bugs Framework against CWE As a Successor for Automated Vulnerability Classification

Vulnerability classification based on root cause weaknesses is essential for numerous cybersecurity activities, where the Common Weakness Enumeration CWE serves as a public repository of such flaws. However, its overlapping entries create a non-orthogonal structure. The result is the same...

Labtainers v1.4.4n

Labtainers: A Docker-based cyber lab framework Labtainers include more than 50 cyber lab exercises and tools to build your own. Import a single VM appliance or install on a Linux system and your students are done with provisioning and administrative setup, for these and future lab exercises...

PrivAudit: A Dual-Lens Auditing Framework for Website Privacy Practices under the CCPA

Five years after the enforcement of the California Consumer Privacy Act CCPA, understanding how website privacy practices evolve at scale in response to regulation remains a key challenge for both researchers and regulators. Prior work and regulatory efforts have focused on manual and case-specif...