Nuclei 3.9.0

Nuclei is a modern, high-performance vulnerability scanner that leverages simple YAML-based templates. It empowers you to design custom vulnerability detection scenarios that mimic real-world conditions, leading to zero false positives...

SwarmSense-DNN: A Trustworthy and Decentralized Neural Framework for Proactive Anomaly Defense in Consumer IoT

The rapid growth of consumer IoT devices has introduced unprecedented challenges in trustworthy anomaly detection against AI-enabled cyber threats, requiring real-time, privacy-preserving, and scalable defense mechanisms. Traditional centralized strategies face critical limitations, including...

CLDAP Analyzer with ASN.1 BER Encoding and Basic TLV Response Parser

This Python script implements a CLDAP Connectionless LDAP analyzer that builds and sends LDAP CLDAP discovery requests and parses responses using ASN.1 BER encoding and a basic TLV parser. It constructs a structured LDAP search request including DnsDomain, User, and NtVer filters, sends it over U...

Reconstructing AI activity in investigations

AI systems are now part of everyday work. Investigators need a consistent way to reconstruct what happened within them. Security teams are already investigating activity involving Microsoft 365 Copilot and Azure AI services—from prompt injection attempts to unexpected data access. Those signals a...

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LogSentinel – Intelligent Web Log Security Analysis Platform...

SQL-Injection-Detection-System

SQL Injection Detection System A comprehensive full-stack web...

Evaluating and Combating the Impact of Concept Drift on the Performance of Machine Learning-Based Phishing Detection Systems

The expansion of the digital domain has resulted in a substantial increase in digital communication, with email emerging as one of the most prominent channels. The proliferation of email communication is apparent in both professional and personal contexts, thereby creating numerous vulnerabilitie...

Securing Code Understanding: Detecting Natural Backdoor Vulnerability in Code Language Models

Code Language Models CodeLMs have become integral to software engineering, significantly advancing code intelligence tasks. However, their widespread adoption has raised critical security concerns, particularly regarding susceptibility to backdoor attacks. Recent studies have uncovered naturally...

📄 Python-Multipart Path Traversal

This code bundle contains two separate components related to the path traversal vulnerability affecting Python-Multipart versions prior to 0.0.22. ================================================================================================================================== | Title :...

PT-2026-48154

The utility functions used by Malwarebytes EDR 1.0.11 on Linux for calculating a cryptographic hash of data bytes truncate the hashed data if it exceeds 4GB. This leads to an integer wrap-around if the data is larger than the maximum unsigned integer value 32-bit. Attackers could create a collidi...

RAT: Reference-Augmented Training for ASV Anti-Spoofing

We introduce a spoofing countermeasure architecture conditioned on speaker-reference recordings, but observe that it converges to a solution that effectively ignores the reference during inference. Surprisingly, training with a reference channel induces invariance that improves deepfake detection...

Hiding the Trees in the Forest: Building Network Covert Channels with Hash-Based Covert Carrier Filtering

As an effective anti-censorship mechanism, network covert channels can provide data privacy protection and ensure communication security. However, the covertness of existing network covert channels primarily depends on the secrecy of their covert algorithms. With the increasing depth of research ...

Context-Based Adversarial Attacks on AI Code Generators: Vulnerability Analysis and Implications

AI-powered code generation systems have transformed software development but introduce critical inference-time security vulnerabilities. This research presents a systematic investigation of context-based adversarial attacks, where strategically crafted contextual inputs, including comments,...

MAL-2026-5338 Malicious code in solana-web3-py (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector af1a2f1a7c7e3bddb9c8d2fcb8a4c86a6755763c94b95b1eddb81f382318c432 Malicious typosquat impersonating the legitimate Solana Python SDK solana / solana-py and the JS @solana/web3.js. The package ships no SDK...

Malicious code in solana-web3-py (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector af1a2f1a7c7e3bddb9c8d2fcb8a4c86a6755763c94b95b1eddb81f382318c432 Malicious typosquat impersonating the legitimate Solana Python SDK solana / solana-py and the JS @solana/web3.js. The package ships no SDK...

Malicious code in solana-cli-py (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 80ee640ddeeacc31a125ec0fcc11dcb5f9a23e18f5ed003ce2dfcb1de8bbe1dd On import solanaclipy, the package's top-level init.py unconditionally invokes report, which harvests standard developer-side secret material and POS...

MAL-2026-5336 Malicious code in solana-cli-py (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 80ee640ddeeacc31a125ec0fcc11dcb5f9a23e18f5ed003ce2dfcb1de8bbe1dd On import solanaclipy, the package's top-level init.py unconditionally invokes report, which harvests standard developer-side secret material and POS...

Malicious code in solana-web3 (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 4967ebad2d1f4f5802ef50f1d399c05c4dfab94a208079695570b15ffef0fdd2 On import, solana-web3/init.py executes a credential-stealer payload. After a sandbox-evasion gate checks for 12-hex Docker hostname, /.dockerenv, an...

MAL-2026-5337 Malicious code in solana-web3 (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 4967ebad2d1f4f5802ef50f1d399c05c4dfab94a208079695570b15ffef0fdd2 On import, solana-web3/init.py executes a credential-stealer payload. After a sandbox-evasion gate checks for 12-hex Docker hostname, /.dockerenv, an...

Malicious code in spl-token-py (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector e05ba3043dc87365ee0b1dc44cc58243b34b6cdccdf258c5bb9218a06a65d336 On import spltokenpy, the package's init.py collects sensitive files from the installer's machine — /.config/solana/id.json Solana wallet key,...