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...

Spinel: A Post-Quantum Signature Scheme Based on SLn(Fp) Hashing

The advent of quantum computation compels the cryptographic community to design digital signature schemes whose security extends beyond the classical hardness assumptions. In this work, we introduce Spinel, a post-quantum digital signature scheme that combines the proven security of SPHINCS+ CCS...

Agentic AI for Cyber Resilience: A New Security Paradigm and Its System-Theoretic Foundations

Cybersecurity is being fundamentally reshaped by foundation-model-based artificial intelligence. Large language models now enable autonomous planning, tool orchestration, and strategic adaptation at scale, challenging security architectures built on static rules, perimeter defenses, and...

EUVD-2010-2688

Malware in sbrugna...

EUVD-2010-2687

Malware in sbrugna...

EUVD-2010-2689

Malware in sbrugna...

Evolving Enterprise Defense to Secure the Modern AI Supply Chain

The world of enterprise technology is undergoing a dramatic shift. Gen-AI adoption is accelerating at an unprecedented pace, and SaaS vendors are embedding powerful LLMs directly into their platforms. Organizations are embracing AI-powered applications across every function, from marketing and...

From Semantic Web and MAS to Agentic AI: a Unified Narrative of the Web of Agents

The concept of the Web of Agents WoA, which transforms the static, document-centric Web into an environment of autonomous agents acting on users' behalf, has attracted growing interest as large language models LLMs become more capable. However, research in this area is still fragmented across...

The Paradigm Shift: From Traditional APIs to Language-Driven Integration

Large language models LLMs are changing the game, offering a new way for systems to interact based on understanding language, not just strict formats...

Retrieval-Confused Generation Is a Good Defender for Privacy Violation Attack of Large Language Models

Recent advances in large language models LLMs have made a profound impact on our society and also raised new security concerns. Particularly, due to the remarkable inference ability of LLMs, the privacy violation attack PVA, revealed by Staab et al., introduces serious personal privacy issues...

[SECURITY] Fedora 42 Update: qt6-qtmqtt-6.9.1-1.fc42

MQTT is a machine-to-machine M2M protocol utilizing the publish-and-subscri be paradigm, and provides a channel with minimal communication overhead. The Qt MQTT module provides a standard compliant implementation of the MQTT protocol specification. It enables applications to act as telemetry...

Unveiling Impact of Frequency Components on Membership Inference Attacks for Diffusion Models

Diffusion models have achieved tremendous success in image generation, but they also raise significant concerns regarding privacy and copyright issues. Membership Inference Attacks MIAs are designed to ascertain whether specific data were utilized during a model's training phase. As current MIAs...

CVE-2010-2683

SQL injection vulnerability in result.php in Customer Paradigm PageDirector CMS allows remote attackers to execute arbitrary SQL commands via the subcatid parameter...

Zero Trust in the Age of Digital Transformation: The New Cybersecurity Paradigm

With the digital transformation movement sweeping the world and cyber threats evolving simultaneously to pose greater and greater…...

Blackwired Launches ThirdWatch℠, A Paradigm Shift in Cybersecurity

Singapore, Singapore, 4th September 2024, CyberNewsWire...

What Is Microservices Architecture

Mastering the Essential Elements of Services-Focused Programming The methodology of programming using tiny, interdependent software units, often simplified to 'Microservices', has seen a marked uptick in usage in recent times. This distinct architectural paradigm shapes an application as a group ...

What Is Zero Trust Network Access (ZTNA) ?

Unraveling the Mysteries Behind the Zero Trust Network Access ZTNA Paradigm Digital protection strategies have traditionally relied heavily on the concept of trust. However, these conventional notions, which assume a considerable measure of security within an organization's connectivity sphere,...

Wrong Implementation of Continuous Gradual Dutch Auction

Lines of code Vulnerability details Impact Breaks the core functionality of the Liquidation Pair contract. Usage of wrong formula for calculation of Continuous Gradual Dutch Auction results in wrong calculation of purchase price which is basically used to find the swapAmountIn during liquidations...

Understanding Jamstack Security

Learn how Jamstack has emerged as a new architectural paradigm for delivering websites and web-based applications with the promise of improved performance, scalability, and security over the traditional server-driven approach to web development...

Inexistent Slippage Protection

Lines of code Vulnerability details Impact All bond evaluations are dynamic within the KUMASwap::sellBond and KUMASwap::buyBond functions, however, they operate with token IDs as input arguments and do not perform any sanitization on the amount of KIB tokens minted or burned respectively. In turn...