Evaluating Explanation Quality in X-IDS Using Feature Alignment Metrics

Explainable artificial intelligence XAI methods have become increasingly important in the context of explainable intrusion detection systems X-IDSs for improving the interpretability and trustworthiness of X-IDSs. However, existing evaluation approaches for XAI focus on model-specific properties...

Debian: Security Advisory (DLA-4158-1)

The remote host is missing an update for the Debian SPDX-FileCopyrightText: 2025 Greenbone AG Some text descriptions might be excerpted from a referenced sources, and are Copyright C by the respective right holders. SPDX-License-Identifier: GPL-2.0-only ifdescription...

SUSE: Security Advisory (SUSE-SU-2025:1517-1)

The remote host is missing an update for the SPDX-FileCopyrightText: 2025 Greenbone AG Some text descriptions might be excerpted from a referenced sources, and are Copyright C by the respective right holders. SPDX-License-Identifier: GPL-2.0-only ifdescription...

Self-Supervised Transformer-Based Contrastive Learning for Intrusion Detection Systems

As the digital landscape becomes more interconnected, the frequency and severity of zero-day attacks, have significantly increased, leading to an urgent need for innovative Intrusion Detection Systems IDS. Machine Learning-based IDS that learn from the network traffic characteristics and can...

LM-Scout: Analyzing the Security of Language Model Integration in Android Apps

Developers are increasingly integrating Language Models LMs into their mobile apps to provide features such as chat-based assistants. To prevent LM misuse, they impose various restrictions, including limits on the number of queries, input length, and allowed topics. However, if the LM integration...

LLM-Based Threat Detection and Prevention Framework for IoT Ecosystems

The increasing complexity and scale of the Internet of Things IoT have made security a critical concern. This paper presents a novel Large Language Model LLM-based framework for comprehensive threat detection and prevention in IoT environments. The system integrates lightweight LLMs fine-tuned on...

openSUSE Security Advisory (SUSE-SU-2025:1511-1)

The remote host is missing an update for the SPDX-FileCopyrightText: 2025 Greenbone AG Some text descriptions might be excerpted from a referenced sources, and are Copyright C by the respective right holders. SPDX-License-Identifier: GPL-2.0-only ifdescription...

openSUSE Security Advisory (SUSE-SU-2025:1500-1)

The remote host is missing an update for the SPDX-FileCopyrightText: 2025 Greenbone AG Some text descriptions might be excerpted from a referenced sources, and are Copyright C by the respective right holders. SPDX-License-Identifier: GPL-2.0-only ifdescription...

openSUSE Security Advisory (openSUSE-SU-2025:0148-1)

The remote host is missing an update for the SPDX-FileCopyrightText: 2025 Greenbone AG Some text descriptions might be excerpted from a referenced sources, and are Copyright C by the respective right holders. SPDX-License-Identifier: GPL-2.0-only ifdescription...

MAL-2025-3739 Malicious code in gear-idea-indexer-db (npm)

--- -= Per source details. Do not edit below this line.=- Source: ghsa-malware 0e4383fa116dab4a076fef8694ef177acb72f5e46038222fdc48e6339dc84a6b Any computer that has this package installed or running should be considered fully compromised. All secrets and keys stored on that computer should be...

MAL-2025-3734 Malicious code in com.unity.robotics.warehouse.base (npm)

--- -= Per source details. Do not edit below this line.=- Source: ghsa-malware 1c888bbc76a87698356b86c72559a95c4a77dd4440e06d6ccb1423ae2aab3bc9 Any computer that has this package installed or running should be considered fully compromised. All secrets and keys stored on that computer should be...

A Contrastive Federated Semi-Supervised Learning Intrusion Detection Framework for Internet of Robotic Things

In intelligent industry, autonomous driving and other environments, the Internet of Things IoT highly integrated with robotic to form the Internet of Robotic Things IoRT. However, network intrusion to IoRT can lead to data leakage, service interruption in IoRT and even physical damage by...

RuleGenie: SIEM Detection Rule Set Optimization

SIEM systems serve as a critical hub, employing rule-based logic to detect and respond to threats. Redundant or overlapping rules in SIEM systems lead to excessive false alerts, degrading analyst performance due to alert fatigue, and increase computational overhead and response latency for actual...

CVE-2025-4447

creationtimestamp| type| source ---|---|--- 2025-05-09 21:25:33+00:00| published-proof-of-concept| https://t.me/DarkWebInformerCVEAlerts/15853 2025-05-09 21:27:34+00:00| seen| https://infosec.exchange/users/cR0w/statuses/114479992249242670 2025-05-09 22:14:48+00:00| seen|...

OtterCookie v4 Adds VM Detection and Chrome, MetaMask Credential Theft Capabilities

The North Korean threat actors behind the Contagious Interview campaign have been observed using updated versions of a cross-platform malware called OtterCookie with capabilities to steal credentials from web browsers and other files. NTT Security Holdings, which detailed the new findings, said t...

MAL-2025-3720 Malicious code in fwm-poc-built-sites (npm)

--- -= Per source details. Do not edit below this line.=- Source: ghsa-malware fa93c0829bbd693830f9aeffc69c03a26071b5fe6d560c9b1110c4b52e54da37 Any computer that has this package installed or running should be considered fully compromised. All secrets and keys stored on that computer should be...

CVE-2025-37877

creationtimestamp| type| source ---|---|--- 2025-05-09 07:25:40+00:00| published-proof-of-concept| https://t.me/DarkWebInformerCVEAlerts/15695 2025-05-09 08:31:45+00:00| seen| https://bsky.app/profile/cve.skyfleet.blue/post/3lopz7xulq62h 2025-12-03 14:14:49+00:00| seen|...

CVE-2025-4377

creationtimestamp| type| source ---|---|--- 2025-05-09 05:24:25+00:00| seen| https://t.me/DarkWebInformerCVEAlerts/15670 2025-05-09 06:36:00+00:00| seen| https://bsky.app/profile/2rZiKKbOU3nTafniR2qMMSE0gwZ.activitypub.awakari.com.ap.brid.gy/post/3lopqvphwquc2 2025-05-09 08:01:40+00:00|...

MAL-2025-3711 Malicious code in @phone_base_ui/base_call (npm)

--- -= Per source details. Do not edit below this line.=- Source: ossf-package-analysis 9aab6d4f24fd03ee2b4d79a09c130b16c81828aaae5459a60b22282460bdd1a6 The OpenSSF Package Analysis project identified '@phonebaseui/basecall' @ 99.9.1 npm as malicious. It is considered malicious because: - The...

Self-Supervised Federated GNSS Spoofing Detection with Opportunistic Data

Global navigation satellite systems GNSS are vulnerable to spoofing attacks, with adversarial signals manipulating the location or time information of receivers, potentially causing severe disruptions. The task of discerning the spoofing signals from benign ones is naturally relevant for machine...