ContraFix: Agentic Vulnerability Repair Via Differential Runtime Evidence and Skill Reuse

Large language model LLM agents are increasingly used for automated vulnerability repair AVR, where repository-level reasoning enables them to inspect context and produce source-code patches. However, recent empirical results show that these agents still struggle with real-world vulnerabilities...

ADR: An Agentic Detection System for Enterprise Agentic AI Security

We present the Agentic AI Detection and Response ADR system, the first large-scale, production-proven enterprise framework for securing AI agents operating through the Model Context Protocol MCP. We identify three persistent challenges in this domain: 1 limited observability -- existing Endpoint...

AI Agents May Always Fall for Prompt Injections

Prompt injection is the most critical vulnerability in deployed AI agents. Despite recent progress, we show that the prevailing defense paradigm data-instruction separation both fails to detect attacks that operate through contextual manipulation and degrades contextually appropriate behavior. We...

PT-2026-41572

Name of the Vulnerable Software and Affected Versions xiandafu beetl versions prior to 3.20.3 Description Improper neutralization of special elements in an expression language statement allows for remote exploitation. The issue exists within the SpELFunction component, specifically in an unknown...

Operation-Molasses

🍯 OPERATION MOLASSES PEKMEZ Zencefil Efendi's Cyber Dow...

CVE-2025-29935

An out of bounds write within the AMD Platform Management Framework PMF could allow an attacker to execute arbitrary code at an elevated privilege level potentially leading to loss of confidentiality integrity, or availability...

CVE-2025-52540

An improper input validation vulnerability within the AMD Platform Management Framework PMF Driver can allow a local attacker to write Out-of-Bounds, potentially resulting in privilege escalation...

CVE-2025-48519

An improper input validation vulnerability within the AMD Platform Management Framework PMF driver can allow a local attacker to read or write Out-of-Bounds, potentially resulting in privilege escalation...

Local File Inclusion

Yii 2 is vulnerable to local file inclusion LFI. The vulnerability is due to improper handling of user-controlled parameters in View::renderPhpFile, where the file parameter can overwrite the internal file path before inclusion, allowing attackers to include arbitrary local files and potentially...

CVE-2026-42552

Flight is an extensible micro-framework for PHP. Prior to 3.18.1, the default error handler Engine::error writes the full exception message, exception code, and stack trace including absolute filesystem paths directly into the HTTP 500 response, with no debug gating. Production deployments leak...

shadow-pentest

🖤 Shadow Pentest Framework v1.0 Automated CVE Discovery & E...

Top Cybersecurity Frameworks Compared

Top Cybersecurity Frameworks Compared: NIST, CIS, and MITRE ATT&CK Security leaders do not need another framework for the sake of paperwork. They need a practical way to decide which cybersecurity frameworks help the business govern risk, harden defenses, and validate whether controls can withsta...

CVE-2025-48513

Use of uninitialized resource within the AMD Platform Management Framework PMF could allow an attacker to read a uninitialized kernel memory resulting in loss of confidentiality or availability...

CVE-2025-0028

An unchecked return value within the AMD Platform Management Framework PMF could allow an attacker to read or modify an arbitrary address potentially resulting in loss of confidentiality, integrity, or availability...

CVE-2025-29938

An unchecked return value within the AMD Platform Management Framework PMF could allow an attacker to write to an arbitrary memory address resulting in denial of service or arbitrary code execution...

CVE-2025-29936

Improper input validation within the AMD Platform Management Framework PMF could allow an attacker to unmap arbitrary memory pages potentially impacting integrity and availability, or allowing privilege escalation resulting in loss of confidentiality...

CVE-2025-29937

An out of bounds read within the AMD Platform Management Framework PMF could allow an attacker to trigger a read of an arbitrary memory location potentially resulting in loss of availability or confidentiality...

CVE-2025-52540

An improper input validation vulnerability within the AMD Platform Management Framework PMF Driver can allow a local attacker to write Out-of-Bounds, potentially resulting in privilege escalation...

CVE-2025-48520

An improper input validation vulnerability within the AMD Platform Management Framework PMF driver can allow a local attacker to read Out-of-Bounds potentially resulting in information disclosure or a crash...

SUSE CVE-2026-42304

Twisted is an event-based framework for internet applications, supporting Python 3.6+. Prior to 26.4.0rc2, the twisted.names module is vulnerable to a Denial of Service DoS attack via resource exhaustion during DNS name decompression. A remote, unauthenticated attacker can exploit this by sending...