CVE-2026-103534

The David-Crty databasement software (versions up to 1.7.1 ) contains a vulnerability in the Snapshot Model component. Specifically, the SnapshotPolicy.viewAny/SnapshotPolicy.view functions within the /api/v1/snapshots file suffer from improper access controls . This flaw allows for remote exploi...

A Structured State Space Sequence Model for Multi-Class Classification of Malware

By 2030, Internet of Things IoT devices are projected to reach 40 billion, with fast-paced technological advancements in fields such as industry, healthcare, agriculture, automobiles, and building/home automation systems. This expansion has created a large attack surface for cybercrime, as the...

Rocky Linux 8 [CIQ] Security Update: nodejs / nodejs-debuginfo / nodejs-debugsource / nodejs-devel / etc Multiple Vulnerabilities (crlsa-2024_5814)

The Rocky Linux 8 host has packages installed that are affected by multiple vulnerabilities as referenced in the CIQ crlsa-20245814 advisory. node-tar: denial of service while parsing a tar file due to lack of folders depth validation CVE-2024-28863 nodejs: Bypass network import restriction via...

CentOS Linux 7 [TuxCare] Security Update: iwl100-firmware / iwl1000-firmware / iwl105-firmware / etc Multiple Vulnerabilities (CENTOS7:CLSA-2024:1727288321)

The CentOS Linux 7 host has packages installed that are affected by multiple vulnerabilities as referenced in the TuxCare CENTOS7:CLSA-2024:1727288321 advisory. - Improper or unexpected behavior of the INVD instruction in some AMD CPUs may allow an attacker with a malicious hypervisor to affect...

Jev-IDS: System One Models for Network Intrusion Detection

Machine-learning Network Intrusion Detection Systems IDS depend on substantial labeled datasets and task-specific training, whereas Large Language Models LLMs detection can analyze flow records directly but incurs higher inference cost and latency, with less constrained outputs. This paper presen...

A Hybrid Approach to Malware Detection: Integrating Few-Shot Model-Agnostic Meta-Learning with Autoencoders

Ransomware has emerged as a major cybersecurity threat, with incidents increasing in frequency and impact across critical sectors. These attacks are typically launched through phishing emails, malicious downloads, or exploitation of software vulnerabilities to gain system access. Once inside, the...

Rocky Linux 9 [CIQ] Security Update: nodejs-nodemon / nodejs-packaging / nodejs-packaging-bundler Multiple Vulnerabilities (crlsa-2024_5815)

The Rocky Linux 9 host has packages installed that are affected by multiple vulnerabilities as referenced in the CIQ crlsa-20245815 advisory. nodejs: Bypass network import restriction via data URL CVE-2024-22020 nodejs: fs.lstat bypasses permission model CVE-2024-22018 nodejs: fs.fchown/fchmod...

zero-touch-containment

zero-touch-containment Antigena Darktrace → Aruba ClearPass CoA bridge — model-driven, real-time user/device quarantine. Zero SOC clicks between detection and containment. Sanitized reference implementation of a production NDR↔NAC integration pattern operated at financial-sector scale...

CVE-2026-0596-Reproduction

CVE-2026-0596 : Exécution de code arbitraire via désérialisation non sécurisée dans l'écosystème MLflow Rapport de recherche en sécurité complet détaillant la vérification, les mécanismes sous-jacents et les vulnérabilités architecturales associées aux pipelines de chargement de modèles non fiabl...

Cross-site Scripting (XSS)

Apache Wicket is vulnerable to Cross-Site Scripting XSS. The vulnerability is due to improper escaping of attacker-influenced model data rendered inside elements, which allows an attacker to inject and execute malicious HTML or script content in a victim's browser...

CVE-2026-88920

A flaw was found in Apache WSS4J. This vulnerability in the Document Object Model DOM security processor allows an unauthenticated remote attacker to bypass authentication and forge authenticated Simple Object Access Protocol SOAP messages. An attacker can exploit this issue by submitting a...

CVE-2026-103239

The MISP platform is vulnerable to a privilege escalation flaw in the tag collection creation and editing functionality (versions

CVE-2026-103239 MISP Tag Collection Save Allows Privilege Escalation via Sibling Model Injection

MISP contains a privilege escalation vulnerability in the tag collection creation and editing functionality. The affected actions accepted the full HTTP request payload and passed it to a bulk-association save operation, which writes not only the intended tag collection record but also any...

Important: Red Hat Security Advisory: Red Hat AI Inference Server Model Optimization Tools 3.2.2 (CUDA)

Red Hat AI Inference Server Model Optimization Tools 3.2.2 CUDA is now available. Red Hat® AI Inference Server Model Optimization Tools...

Cawdog

CAWODOG – IP Protection PoC for Python-Based Industrial AI CAWODOG Cat World Dominance Group is a playful but realistic proof-of-concept for protecting Python-based AI models deployed on offline industrial machines. The core idea: Take a small image classifier that detects dogs the “enemy” of...

trivysupplychainanalysis

Analyse quantitative des attaques multi-étapes sur la chaîne d'approvisionnement CI/CD Une reconstruction quantitative et formellement vérifiée du compromis de la chaîne d'approvisionnement GitHub Actions de Trivy / « TeamPCP » de mars 2026 CVE-2026-33634 — modélisé en TLA+, vérifié exhaustivemen...

Oihk-pentesting

OIHK-pentesting OIHK-pentesting is an autonomous multi-agent engine for authorized security assessments. A root planner delegates to recon, discovery, attack Privesc, validation, and reporting agents — and the engine itself enforces scope, egress, evidence, and resource policy no matter which mod...

Do Defenses against LLM Extraction Work across Attacks? A Lifecycle Benchmark of Black-Box Model Extraction

Large language models LLMs deployed through text-only APIs face model extraction risks, as adversaries can collect their responses to train surrogates that reproduce their capabilities. While prior work has developed diverse attacks and defenses, evaluations remain fragmented across access...

Certified Randomness with Optimal Rate

The generation of certified random bits is an emerging near-term application of quantum computers. Potential applications, such as randomness beacons and CRS generation, require nearly uniform randomness, whose rate the ratio of min-entropy to bitlength is 1. However, existing protocols for...

CVE-2026-79657

A flaw was found in NLTK. This vulnerability allows a remote attacker to achieve arbitrary code execution by supplying a specially crafted model or tokenizer artifact for the application to process. The issue occurs because the deserialization allowlist mechanism permits entire software namespace...