VulnBump: Can AI Agents Fix Vulnerable Dependencies Without Breaking the Build?
VulnBump tests AI agents on 307 real dependency upgrades. A fix counts only if the vulnerability is gone and the build and tests stay green.
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VulnBump tests AI agents on 307 real dependency upgrades. A fix counts only if the vulnerability is gone and the build and tests stay green.
AI-driven development is outpacing traditional security workflows. Snyk’s Agentic AppSec uses security agents to find, fix, and verify vulnerabilities continuously, while humans set the bar.
Une vulnérabilité a été découverte dans Cisco AsyncOS Software pour Secure Email Gateway. Elle permet à un attaquant de provoquer une exécution de code arbitraire à distance et une atteinte à l'intégrité des données. Cisco indique que la vulnérabilité CVE-2026-76519 est activement exploitée.
The code is written. Now who reviews it?The volume of code has never been greater, but delivery hasn’t kept pace. At Meta, code changes on internal platforms grew 220% year over year, while changes that reached users as new features grew only 36% (Reuters, August 2026). Every one of those changes has to clear review before it reaches users.Automated review absorbs much of that load. Code Review Flow in GitLab Duo Age…
IntroductionZscaler ThreatLabz analyzed a recently active exploitation campaign in which a threat actor abused ARTEX to target South Korean financial institutions. ARTEX is an open source agentic penetration testing framework developed in China that uses large language models (LLMs) to automate reconnaissance and exploitation tasks. First observed in late September 2026, the campaign affected multiple South Korean fi…
We investigated an intrusion where attackers exploited CVE-2024-47575 to target 500+ firewalls and deploy PEERSTITCH, a memory-resident ARM64 malware. The post Unit 42 Uncovers PEERSTITCH, a Stealthy FortiGate Implant appeared first on Unit 42.
Incident hitting 700 supermarkets exploited outdated devices exposed to the Internet.
CVE-2026-104935, a high-severity authentication bypass + RCE vulnerability, was only partially discovered and patched in July, leaving an opening for threat actors to capitalize on.
U.S. Cybersecurity and Infrastructure Security Agency (CISA) adds Microsoft Windows Shell flaw to its Known Exploited Vulnerabilities catalog. The U.S. Cybersecurity and Infrastructure Security Agency (CISA) added a Microsoft Windows Shell flaw, tracked as CVE-2026-96951 (CVSS score of 8.8), to its Known Exploited Vulnerabilities (KEV) catalog. Microsoft Patch Tuesday security updates for October 2026 address a […]
Executive Summary A maximum-severity vulnerability (CVE-2026-97229, CVSS 10.0) was disclosed affecting GitLab Community Edition (CE) and Enterprise Edition (EE), allowing attackers to execute arbitrary code on GitLab servers via specially crafted regular expressions in CI/CD pipeline configurations. Due to the potential for full server compromise and downstream supply-chain impact, immediate patching is required. Abo…
Bulletin ID: 2026-135-AWS Scope: AWS Content Type: Important (requires attention) Publication Date: 10/14/2026 12:30 PM PDT Description: We identified CVE-2026-110310, an issue in Amazon S3 encryption client for .NET that could allow a remote user who can read encrypted objects in the S3 bucket can force a padding downgrade by altering the padding scheme recorded in an object's metadata to legacy PKCS#1 v1.5. Since t…
Stanislav Fort discovered that curl did not properly clear AWS SigV4 authentication state when CURLOPT_AWS_SIGV4 was set to NULL. An attacker could possibly use this issue to obtain sensitive information. This issue only affected Ubuntu 22.04 LTS and Ubuntu 24.04 LTS. (CVE-2026-86409) Stanislav Fort discovered that an HTTP proxy could trick libcurl into sending credentials to the proxy itself by responding to a CONNE…
Attackers are exploiting a critical flaw in Cisco Secure Email Gateway that lets a sender with no login write files to the appliance's operating system, Cisco said in an advisory on Wednesday. The attacker sends an email with a crafted attachment through the gateway and, if it succeeds, could then run commands as root. The appliance filters an organization's email for spam, malware,
Bulletin ID: 2026-134-AWS Scope: AWS Content Type: Important (requires attention) Publication Date: 10/14/2026 11:30 AM PDT Description: Amazon SageMaker Python SDK is an open source library for training and deploying machine learning models on Amazon SageMaker. We identified CVE-2026-110248, an issue in the git_utils.py component of Amazon SageMaker Python SDK. When a Git clone operation fails, repository credential…