NCMD: Benign-Anchored Feature Selection for Imbalanced Network Intrusion Detection

Feature selection is critical for network intrusion detection systems NIDS operating under high-dimensional, highly imbalanced traffic, as found in operational and defense networks. Traditional filter methods rank features using global statistics computed symmetrically across classes and thus fai...

Malicious code in magique-ai (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 4241e99d1053712e6909db44c939421695dff66556055a93058f9a55f8694929 The package was found to contain malicious code or consuming dependency that contains malicious code Source: kam193...

Malicious code in gpsea (PyPI)

The package gpsea version 0.9.14 contains a malicious .pth file gpsea-setup.pth that executes a Bun-based credential stealer on every Python startup via CPython's site.py exec mechanism. The payload downloads the Bun runtime from the official GitHub release page, then runs an obfuscated JavaScrip...

Malicious code in synago (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector a3e1bae7957cb735edd8424c1d2efe54b597c3a484ba77c9239e9ff8ec06327f The package installs synago-setup.pth, which Python auto-executes on every interpreter startup not only on import synago. The.pth contains an...

Malicious code in executor-engine (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 7fee580000475783e657a2e66ca6a4a4bd4369aa0bc9f87152b003dca6f34848 executor-engine 0.3.4 ships a malicious site-packages.pth file executorengine-setup.pth that Python's site initialization auto-executes on every...

Malicious code in phenopacket-store-toolkit (PyPI)

The package phenopacket-store-toolkit version 0.1.7 contains a malicious .pth file phenopacketstoretoolkit-setup.pth that executes a Bun-based credential stealer on every Python startup via CPython's site.py exec mechanism. The payload downloads the Bun runtime from the official GitHub release...

Malicious code in pyphetools (PyPI)

The package pyphetools version 0.9.120 contains a malicious .pth file pyphetools-setup.pth that executes a Bun-based credential stealer on every Python startup via CPython's site.py exec mechanism. The payload downloads the Bun runtime from the official GitHub release page, then runs an obfuscate...

Malicious code in ppkt2synergy (PyPI)

The package ppkt2synergy version 0.1.1 contains a malicious .pth file ppkt2synergy-setup.pth that executes a Bun-based credential stealer on every Python startup via CPython's site.py exec mechanism. The payload downloads the Bun runtime from the official GitHub release page, then runs an...

MAL-2026-5283 Malicious code in okite (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 3cc7d54b0e30e24367551e3f19ab7387cf397cf9e1b5889c9f04ff871c771c38 The package installs okite-setup.pth, which Python auto-loads on every interpreter start. The.pth file contains a one-line obfuscated exec of a strin...

Malicious code in ufish (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: kam193 27371fa53e0e8e5e763b18b9bcadfd9b6991c720dd154d17bffeab0e7a139ef4 Versions 0.1.2, 0.1.3 were compromised. Compromised packages start an obfuscated infostealer. The infostealer is a heavily obfuscated JavaScript code executed...

Malicious code in spateo-release (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: kam193 21400e8510d0663de6c3a4454fe99d9200cb83ae8d1ecdc137c99f3668da4293 Versions 1.1.2 were compromised. Compromised packages start an obfuscated infostealer. The infostealer is a heavily obfuscated JavaScript code executed using B...

MAL-2026-5296 Malicious code in magique (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector b441b436c1f6aeba65c2af68c71655ed5aac95b0eb2ae4c402fc090c475ba887 The package was found to contain malicious code or consuming dependency that contains malicious code Source: kam193...

MAL-2026-5285 Malicious code in ufish (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: kam193 27371fa53e0e8e5e763b18b9bcadfd9b6991c720dd154d17bffeab0e7a139ef4 Versions 0.1.2, 0.1.3 were compromised. Compromised packages start an obfuscated infostealer. The infostealer is a heavily obfuscated JavaScript code executed...

MAL-2026-5315 Malicious code in ensmallen (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector a05cd4ff9f8142405c5672f1ffa54d575165f6bc2b0f5324c9bfacf75e651de8 The package was found to contain malicious code or consuming dependency that contains malicious code Source: kam193...

MAL-2026-5318 Malicious code in langchain-core-mcp (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector bd42d83950d8d8fc559905eed104af38cd6c8aef683b96778f0b8d778dd6bd5a Package langchain-core-mcp impersonates the legitimate langchain-core publisher: METADATA sets Project-URL Repository to...

MAL-2026-5294 Malicious code in magique-ai (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 4241e99d1053712e6909db44c939421695dff66556055a93058f9a55f8694929 The package was found to contain malicious code or consuming dependency that contains malicious code Source: kam193...

MAL-2026-5322 Malicious code in phenopacket-store-toolkit (PyPI)

The package phenopacket-store-toolkit version 0.1.7 contains a malicious .pth file phenopacketstoretoolkit-setup.pth that executes a Bun-based credential stealer on every Python startup via CPython's site.py exec mechanism. The payload downloads the Bun runtime from the official GitHub release...

MAL-2026-5319 Malicious code in mem8 (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 5c765c6eef25d18c5a10057d62908ac3bc1ece86e39a9807683834fb7f896b52 The package was found to contain malicious code or consuming dependency that contains malicious code Source: kam193...

MAL-2026-5282 Malicious code in mrbios (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 8d1c97dced5d8f917e2e9901e0ed99fb0034bfafb5a3d46ad47eeba76a883c57 The package installs mrbios-setup.pth into site-packages. Python auto-loads.pth files at every interpreter startup, so the contained payload runs...

MAL-2026-5278 Malicious code in spateo-release (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: kam193 21400e8510d0663de6c3a4454fe99d9200cb83ae8d1ecdc137c99f3668da4293 Versions 1.1.2 were compromised. Compromised packages start an obfuscated infostealer. The infostealer is a heavily obfuscated JavaScript code executed using B...