LLM-MCP-Security-Field-Guide

🛡️ Guía de Seguridad de IA — Seguridad de LLM y MCP La referencia de seguridad más completa, actualizada y orientada a profesionales para aplicaciones LLM y despliegues del Protocolo de Contexto de Modelo MCP. Cubre CVEs reales, patrones de ataque en vivo, marcos OWASP, herramientas de red team y...

A Structured Cyber Threat Intelligence Dataset Using STIX 2.1 Entities and MITRE ATT&CK Mappings

Cyber threat intelligence CTI reports are typically written in unstructured formats, which complicates the extraction and analysis of important entities and adversarial behaviors. Although existing CTI research provides extraction tools, knowledge-graph frameworks, and MITRE ATT&CK mapped dataset...

defi-exploit-pipeline

DeFi Exploit Pipeline Pipeline otomatis untuk menganalisis sm...

Technical Report: Exploring the Emerging Threats of the Agent Skill Ecosystem

We analyzed 3,984 AI agent skills from major marketplaces and found 76 confirmed malicious payloads, including credential theft, backdoor installation, and data exfiltration. 13.4% of all skills contain at least one critical-level security issue and at least 8 manually confirmed malicious skills...

When Prompts Become Payloads: A Framework for Mitigating SQL Injection Attacks in Large Language Model-Driven Applications

Natural language interfaces to structured databases are becoming increasingly common, largely due to advances in large language models LLMs that enable users to query data using conversational input rather than formal query languages such as SQL. While this paradigm significantly improves usabili...

MCP-In-SoS: Risk Assessment Framework for Open-Source MCP Servers

Model Context Protocol MCP servers have rapidly emerged over the past year as a widely adopted way to enable Large Language Model LLM agents to access dynamic, real-world tools. As MCP servers proliferate and become easy to adopt via open-source releases, understanding their security risks become...

Regular Expression Denial Of Service (ReDoS)

Apache Traffic Control is vulnerable to Regular Expression Denial of Service ReDoS. The vulnerability is due to inefficiently handled regular expression patterns in the Traffic Router management interface, which allows an attacker with management access to supply malicious patterns and cause deni...

Cyber Threat Hunting: Non-Parametric Mining of Attack Patterns from Cyber Threat Intelligence for Precise Threats Attribution

With the ever-changing landscape of cyber threats, identifying their origin has become paramount, surpassing the simple task of attack classification. Cyber threat attribution gives security analysts the insights they need to device effective threat mitigation strategies. Such strategies empower...

CLIProv: a Contrastive Log-To-Intelligence Multimodal Approach for Threat Detection and Provenance Analysis

With the increasing complexity of cyberattacks, the proactive and forward-looking nature of threat intelligence has become more crucial for threat detection and provenance analysis. However, translating high-level attack patterns described in Tactics, Techniques, and Procedures TTP intelligence...

Cloud Attacks Retrospective: Evolving Tactics, Familiar Entry Points

Let's break down eight attack patterns security teams should be watching in 2025...

Nearly 24,000 IPs Target PAN-OS GlobalProtect in Coordinated Login Scan Campaign

Cybersecurity researchers are warning of a spike in suspicious login scanning activity targeting Palo Alto Networks PAN-OS GlobalProtect gateways, with nearly 24,000 unique IP addresses attempting to access these portals. "This pattern suggests a coordinated effort to probe network defenses and...

Context is King: Using API Sessions for Security Context

There’s no doubt that API security is a hot topic these days. The continued growth in API-related breaches and increase in publicized API vulnerabilities has pushed API security to the top of CISO’s lists. The tools in the market for API security still have room for improvement, of course. One of...

Threat actor believed to be spreading new MedusaLocker variant since 2022

Cisco Talos has discovered a financially motivated threat actor, active since 2022, recently observed delivering a MedusaLocker ransomware variant. Intelligence collected by Talos on tools regularly employed by the threat actor allows us to see an estimate of the amount and countries of origin of...

DDoS Attacks Surge 46% in First Half of 2024, Gcore Report Reveals

Monitoring evolving DDoS trends is essential for anticipating threats and adapting defensive strategies. The comprehensive Gcore Radar Report for the first half of 2024 provides detailed insights into DDoS attack data, showcasing changes in attack patterns and the broader landscape of cyber...

Making Sense of Operational Technology Attacks: The Past, Present, and Future

When you read reports about cyber-attacks affecting operational technology OT, it's easy to get caught up in the hype and assume every single one is sophisticated. But are OT environments all over the world really besieged by a constant barrage of complex cyber-attacks? Answering that would requi...

Ransomware Reality Check: Deciphering Priorities in a Sea of Cyber Extortion

Welcome to a critical exploration of the 2023 Cyber Vulnerability Landscape, with a specific focus on the escalating threat of ransomware. I have previously shared the broader results we found in evaluating the 2023 threat landscape; this is now a deeper dive into what the data reveals specifical...

Unveiling the Unseen: Identifying Data Exfiltration with Machine Learning

Why Data Exfiltration Detection is Paramount? The world is witnessing an exponential rise in ransomware and data theft employed to extort companies. At the same time, the industry faces numerous critical vulnerabilities in database software and company websites. This evolution paints a dire pictu...

The 3 Biggest DDoS Attacks Imperva Has Mitigated

Imperva has just released the DDoS Threat Landscape Report Q1 2022. Download it now to familiarize yourself with new threats and get detailed information about current DDoS attack patterns and their potential impact on your business. So far, 2022 has been a brutal year for DDoS attacks and we see...

Infographic: Log4Shell Vulnerability Impact by the Numbers

The full scope of risk presented by the Log4Shell vulnerability is something unprecedented, spanning every type of organization across every industry. Hard to find but easy to exploit, Log4Shell immediately places hundreds of millions of Java-based applications, databases, and devices at risk...

Log4Shell log4j Remote Code Execution – The COVID of the Internet

The Log4Shell zero day vulnerability is truly one of the most significant security threats of the past decade and its effects will be felt far into 2022 and beyond. Imperva has observed over 102M exploitation attempts across thousands of sites protected by Imperva Cloud Web Application Firewall...