361 matches found
DP-FlogTinyLLM: Differentially Private Federated Log Anomaly Detection Using Tiny LLMs
Modern distributed systems generate massive volumes of log data that are critical for detecting anomalies and cyber threats. However, in real world settings, these logs are often distributed across multiple organizations and cannot be centralized due to privacy and security constraints. Existing...
Half-Moon Cookie: Private, Similarity-Based Blocklisting with TOCTOU-Attack Resilience
Blocklisting is a common technique for preventing the use of known malicious content. However, conventional blocklisting infrastructures require either the blocklist to be public or clients to reveal their queries to the blocklist server. In this work, we introduce a private blocklisting framewor...
Towards Automated Pentesting with Large Language Models
Large Language Models LLMs are redefining offensive cybersecurity by allowing the generation of harmful machine code with minimal human intervention. While attackers take advantage of dark LLMs such as XXXGPT and WolfGPT to produce malicious code, ethical hackers can follow similar approaches to...
Secure Network Function Computation for General Target and Security Functions
Secure network function computation is a critical research direction in network coding, which aims to ensure that the target function is correctly computed at the sink node while preventing the wiretapper from obtaining any information about the security function. In this paper, we focus on the...
When Labels Are Scarce: A Systematic Mapping of Label-Efficient Code Vulnerability Detection
Machine-learning-based code vulnerability detection CVD has progressed rapidly, from deep program representations to pretrained code models and LLM-centered pipelines. Yet dependable vulnerability labeling remains expensive, noisy, and uneven across projects, languages, and CWE types, motivating...
[SECURITY] Fedora 44 Update: rust-astral-tokio-tar-0.6.0-1.fc44
A Rust implementation of an async TAR file reader and writer. This library does not currently handle compression, but it is abstract over all I/O readers and writers. Additionally, great lengths are taken to ensure that the entire contents are never required to be entirely resident in memory all ...
LoRA-Based Parameter-Efficient LLMs for Continuous Learning in Edge-Based Malware Detection
The proliferation of edge devices has created an urgent need for security solutions capable of detecting malware in real time while operating under strict computational and memory constraints. Recently, Large Language Models LLMs have demonstrated remarkable capabilities in recognizing complex...
Unknown Attack Detection in IoT Networks Using Large Language Models: A Robust, Data-Efficient Approach
The rapid evolution of cyberattacks continues to drive the emergence of unknown zero-day threats, posing significant challenges for network intrusion detection systems in Internet of Things IoT networks. Existing machine learning and deep learning approaches typically rely on large labeled...
Security without Detection: Economic Denial As a Primitive for Edge and IoT Defense
Detection-based security fails against sophisticated attackers using encryption, stealth, and low-rate techniques, particularly in IoT/edge environments where resource constraints preclude ML-based intrusion detection. We present Economic Denial Security EDS, a detection-independent framework tha...
[SECURITY] Fedora 42 Update: docker-buildkit-0.26.3-1.fc42
Concurrent, cache-efficient, and Dockerfile-agnostic builder toolkit...
[SECURITY] Fedora 41 Update: docker-buildkit-0.26.1-1.fc41
Concurrent, cache-efficient, and Dockerfile-agnostic builder toolkit...
[SECURITY] Fedora 42 Update: docker-buildkit-0.26.1-1.fc42
Concurrent, cache-efficient, and Dockerfile-agnostic builder toolkit...
[SECURITY] Fedora 43 Update: docker-buildkit-0.26.1-1.fc43
Concurrent, cache-efficient, and Dockerfile-agnostic builder toolkit...
Beyond NSX: A Strategic Alternative for VMware Customers
Broadcom’s VMware acquisition has driven up costs and complexity. Akamai Guardicore Segmentation offers a modern, secure, and cost-efficient path beyond NSX...
[SECURITY] Fedora 41 Update: uv-0.9.7-2.fc41
An extremely fast Python package installer and resolver, written in Rust. Designed as a drop-in replacement for common pip and pip-tools workflows. Highlights: =E2=80=A2 =E2=9A=96=EF=B8=8F Drop-in replacement for common pip, pip-tools, and virtualenv commands. =E2=80=A2 =E2=9A=A1=EF=B8=8F 10-100x...
EUVD-2025-117421
Malicious code in efficient-brown-quail npm...
EUVD-2025-99585
Malicious code in efficienttermitez3n npm...
EUVD-2025-105672
Malicious code in efficientlemurz3n npm...