On the Effectiveness of Instruction-Tuning Local LLMs for Identifying Software Vulnerabilities

Large Language Models LLMs show significant promise in automating software vulnerability analysis, a critical task given the impact of security failure of modern software systems. However, current approaches in using LLMs to automate vulnerability analysis mostly rely on using online API-based LL...

CVE-2025-46291

A logic issue was addressed with improved validation. This issue is fixed in macOS Tahoe 26.2. An app may bypass Gatekeeper checks...

CVE-2025-68212 fs: Fix uninitialized 'offp' in statmount_string()

In the Linux kernel, the following vulnerability has been resolved: fs: Fix uninitialized 'offp' in statmountstring In statmountstring, most flags assign an output offset pointer offp which is later updated with the string offset. However, the STATMOUNTMNTUIDMAP and STATMOUNTMNTGIDMAP cases...

openSUSE 16 Security Update : keylime (openSUSE-SU-2025:20159-1)

The remote openSUSE 16 host has packages installed that are affected by multiple vulnerabilities as referenced in the openSUSE-SU-2025:20159-1 advisory. Update to version 7.13.0+40. Security issues fixed: - CVE-2025-13609: possible agent identity takeover due to registrar allowing the registratio...

CVE-2025-43466

An injection issue was addressed with improved validation. This issue is fixed in macOS Tahoe 26.1. An app may be able to access sensitive user data...

CVE-2025-43388

An injection issue was addressed with improved validation. This issue is fixed in macOS Tahoe 26.1. An app may be able to access sensitive user data...

CVE-2025-43388

An injection issue was addressed with improved validation. This issue is fixed in macOS Tahoe 26.1. An app may be able to access sensitive user data...

EUVD-2025-203161

An injection issue was addressed with improved validation. This issue is fixed in macOS Tahoe 26.1. An app may be able to access sensitive user data...

CVE-2025-43388

CVE-2025-43388 describes an injection issue in macOS Tahoe prior to 26.1 caused by inadequate input validation. The vulnerability could allow an app to access sensitive user data. Apple fixed the issue in macOS Tahoe 26.1 through improved validation checks. Public docs from NVD/RELEASE references...

PT-2025-51911

Name of the Vulnerable Software and Affected Versions macOS versions prior to 26.2 Description An application could potentially access sensitive user data due to a logic issue. The issue was addressed through improved validation. Recommendations Update to macOS version 26.2...

Hyperflex: A SIMD-Based DFA Model for Deep Packet Inspection

Deep Packet Inspection DPI has been extensively employed for network security. It examines traffic payloads by searching for regular expressions regex with the Deterministic Finite Automaton DFA model. However, as the network bandwidth and ruleset size are increasing rapidly, the conventional DFA...

AgenticCyber: A GenAI-Powered Multi-Agent System for Multimodal Threat Detection and Adaptive Response in Cybersecurity

The increasing complexity of cyber threats in distributed environments demands advanced frameworks for real-time detection and response across multimodal data streams. This paper introduces AgenticCyber, a generative AI powered multi-agent system that orchestrates specialized agents to monitor...

PBFuzz: Agentic Directed Fuzzing for PoV Generation

Proof-of-Vulnerability PoV input generation is a critical task in software security and supports downstream applications such as path generation and validation. Generating a PoV input requires solving two sets of constraints: 1 reachability constraints for reaching vulnerable code locations, and ...

Enhancing the Security of Rollup Sequencers Using Decentrally Attested TEEs

The growing scalability demand of public Blockchains led to the rise of Layer-2 solutions, such as Rollups. Rollups improve transaction throughput by processing operations off-chain and posting the results on-chain. A critical component in Rollups is the Sequencer, responsible for receiving,...

SUSE CVE-2025-43419

The issue was addressed with improved memory handling. This issue is fixed in Safari 26, iOS 26 and iPadOS 26, macOS Tahoe 26, tvOS 26, visionOS 26, watchOS 26. Processing maliciously crafted web content may lead to memory corruption...

GHSA-XQ4H-WQM2-668W Babylon's BIP322 signature implementation is not fully compliant to the spec

Summary The BIP-322 signature verification does not enforce the SIGHASH value to be SIGHASHALL, and therefore is not strictly following the spec. Impact Non-compliant BIP-322 signatures in proof of possessions can be accepted by the chain...

Moderate: Red Hat Security Advisory: Red Hat Ansible Automation Platform 2.6 Product Security and Bug Fix Update

An update is now available for Red Hat Ansible Automation Platform 2.6 Red Hat Product Security has rated this update as having a security impact of Moderate. A Common Vulnerability Scoring System CVSS base score, which gives a detailed severity rating, is available for each vulnerability from th...

LogPurge: Log Data Purification for Anomaly Detection Via Rule-Enhanced Filtering

Log anomaly detection, which is critical for identifying system failures and preempting security breaches, detects irregular patterns within large volumes of log data, and impacts domains such as service reliability, performance optimization, and database log analysis. Modern log anomaly detectio...

EUVD-2024-19274

Memos' Access Tokens Stay Valid after User Password Change...

GHSA-MR34-8733-GRR2 Memos' Access Tokens Stay Valid after User Password Change

Summary Access Tokens are used to authenticate application access. When a user changes their password, the existing list of Access Tokens stay valid instead of expiring. If a user finds that their account has been compromised, they can update their password. The bad actor though will still have...