Enhancing Watermarking Quality for LLMs Via Contextual Generation States Awareness

Recent advancements in watermarking techniques have enabled the embedding of secret messages into AI-generated text AIGT, serving as an important mechanism for AIGT detection. Existing methods typically interfere with the generation processes of large language models LLMs to embed signals within...

Enhanced Consistency Bi-Directional GAN(CBiGAN) for Malware Anomaly Detection

Static analysis, a cornerstone technique in cybersecurity, offers a noninvasive method for detecting malware by analyzing dormant software without executing potentially harmful code. However, traditional static analysis often relies on biased or outdated datasets, leading to gaps in detection...

CVE-2025-5837

creationtimestamp| type| source ---|---|--- 2025-06-07 17:03:06+00:00| seen| https://bsky.app/profile/cve.skyfleet.blue/post/3lqztcznu2l2o...

[SECURITY] Fedora 42 Update: mod_security-2.9.9-1.fc42

ModSecurity is an open source intrusion detection and prevention engine for web applications. It operates embedded into the web server, acting as a powerful umbrella - shielding web applications from attacks...

[SECURITY] Fedora 41 Update: mod_security-2.9.9-1.fc41

ModSecurity is an open source intrusion detection and prevention engine for web applications. It operates embedded into the web server, acting as a powerful umbrella - shielding web applications from attacks...

MAL-2025-4717 Malicious code in pay-internal (npm)

--- -= Per source details. Do not edit below this line.=- Source: ghsa-malware 6dab6c4477e3fd12beb2c023319675dd83f706e7347db70a12265b80e8e38c56 Any computer that has this package installed or running should be considered fully compromised. All secrets and keys stored on that computer should be...

Fuse and Federate: Enhancing EV Charging Station Security with Multimodal Fusion and Federated Learning

The rapid global adoption of electric vehicles EVs has established electric vehicle supply equipment EVSE as a critical component of smart grid infrastructure. While essential for ensuring reliable energy delivery and accessibility, EVSE systems face significant cybersecurity challenges, includin...

ARGOS: Anomaly Recognition and Guarding through O-RAN Sensing

Rogue Base Station RBS attacks, particularly those exploiting downgrade vulnerabilities, remain a persistent threat as 5G Standalone SA deployments are still limited and User Equipment UE manufacturers continue to support legacy network connectivity. This work introduces ARGOS, a comprehensive...

LADSG: Label-Anonymized Distillation and Similar Gradient Substitution for Label Privacy in Vertical Federated Learning

Vertical federated learning VFL has become a key paradigm for collaborative machine learning, enabling multiple parties to train models over distributed feature spaces while preserving data privacy. Despite security protocols that defend against external attacks - such as gradient masking and...

Cybercriminals Are Hiding Malicious Web Traffic in Plain Sight

In an effort to evade detection, cybercriminals are increasingly turning to “residential proxy” services that cover their tracks by making it look like everyday online activity...

Nodes can bypass dynamic resource allocation authorization checks

CVSS Rating: CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:N/I:N/A:L - Low 2.7 A vulnerability exists in the NodeRestriction admission controller where nodes can bypass dynamic resource allocation authorization checks. When the DynamicResourceAllocation feature gate is enabled, the controller properly...

Exploit for Authentication Bypass by Primary Weakness in Crushftp

CVE-2025-31161 – Authentication Bypass in CrushFTP 👊 | Catego...

Exploit for Race Condition in Canonical Apport

CVE-2025-5054 Vulnerability Detection Tool A Python tool to c...

Intercom Chatbot Detected

This is an informational plugin to inform the user that the scanner has detected a publicly accessible Intercom chatbot on the target application. Intercom is a solution to build & deploy AI customer experiences. This detection is included in the AI and LLM category. No source data...

PROVSYN: Synthesizing Provenance Graphs for Data Augmentation in Intrusion Detection Systems

Provenance graph analysis plays a vital role in intrusion detection, particularly against Advanced Persistent Threats APTs, by exposing complex attack patterns. While recent systems combine graph neural networks GNNs with natural language processing NLP to capture structural and semantic features...

Drift Chatbot Detected

This is an informational plugin to inform the user that the scanner has detected a publicly accessible Drift chatbot on the target application. Drift is a solution to build & deploy AI customer experiences. This detection is included in the AI and LLM category. No source data...

SDN-Based False Data Detection with Its Mitigation and Machine Learning Robustness for In-Vehicle Networks

As the development of autonomous and connected vehicles advances, the complexity of modern vehicles increases, with numerous Electronic Control Units ECUs integrated into the system. In an in-vehicle network, these ECUs communicate with one another using an standard protocol called Controller Are...

Ubuntu: Security Advisory (USN-7558-1)

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...

HeavyWater and SimplexWater: Watermarking Low-Entropy Text Distributions

Large language model LLM watermarks enable authentication of text provenance, curb misuse of machine-generated text, and promote trust in AI systems. Current watermarks operate by changing the next-token predictions output by an LLM. The updated i.e., watermarked predictions depend on random side...

SATversary: Adversarial Attacks on Satellite Fingerprinting

As satellite systems become increasingly vulnerable to physical layer attacks via SDRs, novel countermeasures are being developed to protect critical systems, particularly those lacking cryptographic protection, or those which cannot be upgraded to support modern cryptography. Among these is...