offensive-claude-533

Offensive Security Research Config for Claude Code !TIP...

offensive-claude-604

Offensive Security Research Config for Claude Code !TIP...

CVE-2026-6052

IBM Db2 11.5.0 through 11.5.9, and 12.1.0 through 12.1.4 is vulnerable to running out of memory when executing certain queries with MDC tables...

Are Frontier LLMs Ready for Cybersecurity? Evidence for Vertical Foundation Models from Dual-Mode Vulnerability Benchmarks

We evaluate whether frontier LLMs are ready for cybersecurity through a dual-mode benchmark: white-box function-level vulnerability detection VulnLLM-R, across C/Java/Python and black-box web application security testing five production-style applications with 118 ground-truth vulnerabilities...

Spring AI Agentic Patterns (Part 4): Subagent Orchestration

Instead of one generalist agent doing everything, delegate to specialized agents. This keeps context windows focused—preventing the clutter that degrades performance. Task tool, part of the spring-ai-agent-utils toolkit, is a portable, model-agnostic Spring AI implementation inspired by Claude...

Building Browser Agents: Architecture, Security, and Practical Solutions

Browser agents enable autonomous web interaction but face critical reliability and security challenges in production. This paper presents findings from building and operating a production browser agent. The analysis examines where current approaches fail and what prevents safe autonomous operatio...

Attack-Specialized Deep Learning with Ensemble Fusion for Network Anomaly Detection

The growing scale and sophistication of cyberattacks pose critical challenges to network security, particularly in detecting diverse intrusion types within imbalanced datasets. Traditional intrusion detection systems IDS often struggle to maintain high accuracy across both frequent and rare...

EUVD-2020-27950

Malware in sbrugna...

MultiFuzz: a Dense Retrieval-Based Multi-Agent System for Network Protocol Fuzzing

Traditional protocol fuzzing techniques, such as those employed by AFL-based systems, often lack effectiveness due to a limited semantic understanding of complex protocol grammars and rigid seed mutation strategies. Recent works, such as ChatAFL, have integrated Large Language Models LLMs to guid...

Performance and Storage Analysis of CRYSTALS Kyber As a Post Quantum Replacement for RSA and ECC

The steady advancement in quantum computer error correction technology has pushed the current record to 48 stable logical qubits, bringing us closer to machines capable of running Shor's algorithm at scales that threaten RSA and ECC cryptography. While the timeline for developing such quantum...

QA-HFL: Quality-Aware Hierarchical Federated Learning for Resource-Constrained Mobile Devices with Heterogeneous Image Quality

This paper introduces QA-HFL, a quality-aware hierarchical federated learning framework that efficiently handles heterogeneous image quality across resource-constrained mobile devices. Our approach trains specialized local models for different image quality levels and aggregates their features...

Why The Modern Google Workspace Needs Unified Security

The Need For Unified Security Google Workspace is where teams collaborate, share ideas, and get work done. But while it makes work easier, it also creates new security challenges. Cybercriminals are constantly evolving, finding ways to exploit misconfigurations, steal sensitive data, and hijack...

The Need for Specialized AI Models in Today’s Transforming Industry Challenges

Specialized AI models provide precise, domain-specific solutions for robotics, biotech, and materials science challenges...

Iranian APT UNC1860 Linked to MOIS Facilitates Cyber Intrusions in Middle East

An Iranian advanced persistent threat APT threat actor likely affiliated with the Ministry of Intelligence and Security MOIS is now acting as an initial access facilitator that provides remote access to target networks. Google-owned Mandiant is tracking the activity cluster under the moniker...

git: additional local RCE

A flaw was found in Git in a full copy of a Git repository. A prerequisite for this vulnerability is for an unauthenticated attacker to place a specialized repository on their target's local system. If the victim were to clone this repository, it could result in arbitrary code execution...

GitLab 13.8 < 14.0.9 / 14.1 < 14.1.4 / 14.2 < 14.2.2 (CVE-2021-22264)

The version of GitLab installed on the remote host is affected by a vulnerability, as follows: - An issue has been discovered in GitLab affecting all versions starting from 13.8 before 14.0.9, all versions starting from 14.1 before 14.1.4, all versions starting from 14.2 before 14.2.2. Under...

Using LLMs to Unredact Text

Initial results in using LLMs to unredact text based on the size of the individual-word redaction rectangles. This feels like something that a specialized ML system could be trained on...

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 ...

DEEP WEB VS DARK WEB

Let's Plunge Further: Steering through the Twists and Turns of the Invisible Web and Shadow Web Think of the internet as an unbounded digital cosmos; our daily interaction only grazes the surface. Dwelling beneath tiers of commonly visited websites is a complex maze of data, christened the...

Exploring Software Categories: From Basics to Specialized Applications

By Waqas Software is the backbone of modern technology, serving various purposes across different sectors. The vast array of software… This is a post from HackRead.com Read the original post: Exploring Software Categories: From Basics to Specialized Applications...