spamscanner

A spam filter for Node.js, the command line and mail servers. It catches spam, phishing, scams and malware in any language, explains every decision, and can ask a language model about close calls. spamscanner.net · Getting started · Documentation Features A classifier that reads every language...

ayaFlow

ayaFlow ayaFlow is a Rust + eBPF network traffic analyzer built with Aya. It runs one agent per Linux node, attaches a TC classifier at ingress and egress, and exposes live traffic data, historical SQLite-backed history, and Prometheus metrics. What It Does Captures IPv4, IPv6, TCP, and UDP traff...

SANS_THIR16

SANSTHIR16 SANS Hunting on the Cheap DGA Classifier RandomForest using domain features like voweltoconsonantratio, longestconsonantsequence, ngrams from dictionary and alexa top domains. ROC Curve...

MADLIRA

MADLIRA Malware detection using learning and information retrieval for Android Overview MADLIRA is a tool for Android malware detection. It consists in two components: TFIDF component and SVM learning component. In gerneral, it takes an input a set of malwares and benwares and then extracts the...

Pesidious

Malware Mutation using Deep Reinforcement Learning and GANs The purpose of the tool is to use artificial intelligence to mutate a malware PE32 only sample to bypass AI powered classifiers while keeping its functionality intact. In the past, notable work has been done in this domain with researche...

WAF-A-MoLE

WAF-A-MoLE A guided mutation-based fuzzer for ML-based Web Application Firewalls, inspired by AFL and based on the FuzzingBook by Andreas Zeller et al. Given an input SQL injection query, it tries to produce a semantic invariant query that is able to bypass the target WAF. You can use this tool f...

domain_generation_algorithms

Domain Generation Algorithms Domain Generation Algorithms DGAs of Malware reimplemented in Python. Overview banjori aka MultiBanker 2, BankPatcher Links http://johannesbader.ch/2015/02/the-dga-of-banjori/ Example Domains earnestnessbiophysicalohax.com kwtoestnessbiophysicalohax.com...

ache

ACHE Focused Crawler ACHE is a focused web crawler. It collects web pages that satisfy some specific criteria, e.g., pages that belong to a given domain or that contain a user-specified pattern. ACHE differs from generic crawlers in sense that it uses page classifiers to distinguish between...

CVE-2026-68138

CVE-2026-68138: Linux qdisc rate-table race to local root This repository contains a proof-of-concept local privilege-escalation exploit for CVE-2026-68138 , a race in the Linux traffic-control rate-table code. In the tested QEMU environment, the PoC escalates from an ordinary process with outer...

bordair-detector

Bordair Detector A two-stage detector for prompt injection and jailbreak attempts in LLM inputs. A regex gate settles the easy majority of traffic without touching the model; anything ambiguous falls through to a quantised DeBERTa-v3 classifier running in ONNX. The same engine covers image,...

ThreatDetect

ThreatDetect ThreatDetect is a Streamlit-based insider threat detection prototype that analyzes employee activity data and flags potentially risky behavior. It uses a trained XGBoost classifier together with an Isolation Forest anomaly detector to produce organisation-level risk summaries and...

GitHub’s model for secret detection: Finding more secrets with less noise

OUR PIPELINE VS. THE PREVIOUS LLM PIPELINE Smarter secret scanning, at a fraction of the cost 11.5% higher acceptance Owner-weighted alert precision 86% lower median scan execution time Post-push scanning 98% lower serving cost Compact model vs. remote LLM calls JavaScript draws the arrows...

CVE-2026-90099

A flaw was found in the Linux kernel's network scheduler. An unprivileged user can exploit a memory accounting vulnerability in the traffic control tc classifier. By creating a large number of filters, an attacker can cause the kernel to pin memory outside of memory cgroup memcg limits, leading t...

Astra Linux – Vulnerability in Linux, Linux 5.10

In the Linux kernel, the following vulnerability has been resolved: net: sched: flower: Protect flwalk with rcu. The patch that refactored flwalk to use idrforeachentrycontinueul also removed the rcu protection for individual filters. This caused a use-after-free when the filter was deleted...

Adversarial Debiasing of Machine Learning Models for Enhanced Network Security against DDoS Attacks

Distributed Denial of Service attacks are a growing threat to network infrastructure, and new techniques, including the use of generative AI, make them harder to detect. Traditional detection systems, such as rule based firewalls, often fail to identify these evolving attack patterns. In this...

Template Ageing and Longitudinal Verification in Fixed-Text Keystroke Dynamics: A Subject-Disjoint Study across Eight Weeks

Behavioural biometric templates are widely believed to degrade as the gap between enrolment and verification grows, but few studies measure this template ageing effect directly under controlled conditions. We collected a longitudinal dataset of 40 fixed passwords, each typed four times per weekly...

A Gmail-Based Phishing Detection Prototype for Nigerian Fintech Emails Using Sender Checks and BiLSTM Classification

Phishing emails that impersonate Nigerian fintech providers can combine deceptive sender addresses, lookalike links, and locally familiar language. This study presents a Gmail browser extension that integrates sender-domain and URL checks with a bidirectional long short-term memory BiLSTM...

SUSE CVE-2026-90099

In the Linux kernel, the following vulnerability has been resolved: net/sched: account classifier filter allocations to memcg Allocations in the tc classifier change paths filter objects, per-CPU counters, and per-filter aux data use plain GFPKERNEL without GFPACCOUNT, allowing unprivileged users...

AZL-102564 CVE-2026-90248 affecting package kernel for versions less than 6.6.157.1-1

In the Linux kernel, the following vulnerability has been resolved: net/sched: clsapi: fix teardown of an adopted proto on insert-race loss In tcnewtfilter the create branch sets tpcreated = 1 before calling tcfchaintpinsertunique. When the caller loses the race another request inserted a proto a...

DEBIAN-CVE-2026-90099

In the Linux kernel, the following vulnerability has been resolved: net/sched: account classifier filter allocations to memcg Allocations in the tc classifier change paths filter objects, per-CPU counters, and per-filter aux data use plain GFPKERNEL without GFPACCOUNT, allowing unprivileged users...