A Calibrated and Explainable Bimodal Machine Learning Framework for Hybrid Intrusion Detection

Modern communication systems face critical gaps in detecting unknown attacks and rare threat classes due to extreme data imbalance and black-box decision logic. We propose a bimodal framework of calibrated and explainable machine learning ML for network security, unifying known-class precision wi...

Structured Driving-State Narratives for Small Language Model-Based GNSS Spoofing Detection

Autonomous vehicles AVs depend on reliable Global Navigation Satellite System GNSS positioning. However, spoofed GNSS signals can induce plausible but incorrect vehicle states. This study develops a small language model SLM-based framework for detecting and classifying GNSS spoofing attacks by...

A Deployment-Oriented and Resource-Efficient Neuro-Symbolic Framework for Explainable DDoS Detection in Operational Technology Networks

Operational technology OT environments, including programmable logic controllers PLCs, industrial control systems ICS, and supervisory control and data acquisition SCADA systems, are increasingly targeted by distributed denial-of-service DDoS attacks. This paper presents a neuro-symbolic framewor...

Digital Twin-Based Intrusion Detection for Vehicle Powertrain CAN Bus Systems

Existing automotive intrusion detection systems IDSs for the Controller Area Network CAN largely target discrepancies in message timing, frequency, or sequencing and cannot detect attacks that preserve these properties while manipulating the payload. Digital twins DTs have been used to emulate CA...

Unity Linux 20.1050a / 20.1060a / 20.1070a Security Update: thunderbird (UTSA-2026-101145)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-101145 advisory. Incorrect boundary conditions in the JavaScript: GC component. This vulnerability was fixed in Firefox 143, Firefox ESR 140.3, Thunderbird 143, and Thunderbird 140.3...

Unity Linux 20.1050a / 20.1060a / 20.1070a Security Update: thunderbird (UTSA-2026-100950)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-100950 advisory. Memory safety bug fixed in Firefox 152. This vulnerability was fixed in Firefox 152, Firefox ESR 140.12, Thunderbird 152, and Thunderbird 140.12. Tenable has extract...

laravel-threat-detection v1.7.0

Laravel Threat Detection Passive intrusion detection for Laravel — see every SQL injection, XSS, scanner, and bot probe hitting your app, logged with full context. It's an IDS, not a WAF: it never blocks, filters, or modifies a request. Drop it into any Laravel 10–13 app and it starts scanning...

MINI-WWXP-HJXC-7547

Bulletin has no description...

wappalyzergo v0.2.94

Wappalyzergo A high performance port of the Wappalyzer Technology Detection Library to Go. Inspired by Webanalyze. Uses data from https://github.com/enthec/webappanalyzer https://github.com/HTTPArchive/wappalyzer Features Very simple and easy to use, with clean codebase. Normalized regexes +...

Breaking and Defending LLM-Powered Social Media Bot Detection Systems

The rise of social media bots poses a persistent threat, enabling misinformation, opinion manipulation, and the erosion of trust in online platforms. To combat this, machine learning systems have been developed to detect and limit bot activity, but attackers continuously adapt through techniques...

When Time Meets Space: Entropy Integration and Dynamic Threshold for Adaptive DDoS Detection in SDN

Entropy-based Distributed Denial of Service DDoS detection in Software-Defined Networking SDN commonly relies on spatial traffic distributions and static or loosely adaptive thresholds, making it vulnerable to legitimate traffic fluctuations in Internet of Things IoT environments. This paper...

UBUNTU-CVE-2026-74374

In the Linux kernel, the following vulnerability has been resolved: md/raid1,raid10: fix error-path detection with mdclonedbio Detect the error path using mdclonedbio instead of relying on r1bio in raid1 or r10bio-readslot in raid10, which may be NULL or -1 after splitting and resubmitting a fail...

CVE-2026-72193

In the Linux kernel, the following vulnerability has been resolved: ntfs3: cap RESTARTTABLE free-chain walker at rt-used A crafted NTFS3 disk image triggers an in-kernel infinite loop at mount time, hanging the mounting thread and firing the soft-lockup watchdog within 22s on multi-CPU hosts pani...

CVE-2026-72121

In the Linux kernel, the following vulnerability has been resolved: can: bcm: add locking when updating filter and timer values KCSAN detected a simultaneous access to timer values that can be overwritten in bcmrxsetup when updating timer and filter content while bcmrxhandler, bcmrxtimeouthandler...

trufflehog v3.97.0

TruffleHog Find leaked credentials. 🔎 Now Scanning ...and more To learn more about TruffleHog and its features and capabilities, visit our product page. 🌐 TruffleHog Enterprise Are you interested in continuously monitoring Git, Jira, Slack, Confluence, Microsoft Teams, Sharepoint and more for...

GPEWebDefender

GPEWebDefender A web-attack monitor. It sits next to ngin...

Pre-Model Representation Failures in GNN-Based Smart Contract Vulnerability Detection

This paper is a failure analysis of the representation layer underlying GNN-based smart contract vulnerability detectors. These systems convert source code into graphs before any learning takes place; if the graph fails to capture the code's semantics, no model improvement can compensate. We...

PT-2026-72285

Name of the Vulnerable Software and Affected Versions Linux kernel affected versions not specified Description In the dm-verity component, the error counter v-corrupted errs is not atomic, which makes it susceptible to race conditions. This issue may result in the system skipping the call to the ...

PT-2026-72810

Name of the Vulnerable Software and Affected Versions Linux kernel affected versions not specified Description An issue exists in the md/raid1 and raid10 components where error-path detection fails when relying on r1 bio in raid1 or r10 bio-read slot in raid10, as these may be NULL or -1 after a...

keyhog v0.5.73-action

Website · Documentation · Architecture · Vyre GPU engine KeyHog: GPU-accelerated secret scanner for code, cloud, and CI KeyHog is an open-source secret scanner in Rust that finds and verifies leaked API keys, tokens, passwords, and credentials across source code, Git history, containers, cloud...