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Vulnerabilities & CVEs

CVE-2026-13385 - ASUS Router Improper Validation & Certificate Issues

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Threat Research & Deep Dives

Cross-Cutting Security Analysis of LLM-Generated Code via Metamorphic

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  • Cross-Cutting Security Analysis of LLM-Generated Code via Metamorphic Testing and Association Rule MiningA new framework combining metamorphic testing and association rule mining detects security vulnerabilities in LLM-generated code across multiple CWE categories (SQLi, XSS, command injection, path traversal, hard-coded creds, weak crypto, memory errors). Analysis of 3,700 code snippets reveals co-occurring weaknesses linked to prompt-level risk factors, highlighting systemic risks in AI-assisted coding.
  • Antiproof: Synthesizing Vulnerability Detectors and Proofs of ExploitabilityAntiproof introduces a neuro-symbolic system that synthesizes static vulnerability detectors with executable proof-of-exploit oracles, achieving 97% recall on benchmark datasets and improving detection recall by over 60 points compared to prior methods. This approach enables scalable, validated vulnerability discovery with automatic exploit confirmation.
  • Trust but Verify? Uncovering the Security Debt of Autonomous Coding AgentsA large-scale study of 16,112 file changes from 4,022 autonomous agent-generated PRs reveals 38.9% contain security misconfigurations and code smells, exposing significant security debt in AI-driven software development. The work uses an LLM-based judge plus manual review to classify risks, underscoring urgent need for security controls in autonomous coding workflows.
  • On the Security Implications of PQC in TLS: Handshake Exhaustion and IDS DegradationEmpirical testing shows PQC-enabled TLS 1.3 servers suffer prolonged high CPU load under handshake exhaustion DDoS attacks, exacerbating denial-of-service impact. The increased handshake complexity also degrades IDS detection efficacy, raising concerns about operational security trade-offs in early PQC deployment.
  • When Binaries Talk Back: Representation-Confusion Attacks on LLM-Assisted Reverse EngineeringThis study identifies Representation-Confusion Attacks (RARE) where attacker-crafted binaries manipulate LLM-assisted reverse engineering pipelines by misrepresenting data as instructions or evidence, causing false trust in analysis outputs. The paper introduces RARE-Bench and RARE-Guard, revealing new attack vectors against AI-powered RE tools.
Active Exploits & Incidents

CyberPulse Digest — July 15, 2026

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SonicWall warns of SMA1000 flaws exploited in zero-day attacks, patch now https://www.bleepingcomputer.com/news/security/sonicwall-warns-of-sma1000-flaws-exp...

Active Exploits & Incidents

Progress confirms ShareFile zero-day behind Storage Zone shutdown

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Active Exploits & Incidents

SureForms flaw lets attackers rewrite payment amounts on WordPress

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Active Exploits & Incidents

Cisco Catalyst SD-WAN vulnerabilities under active exploitation

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  • Cisco SD-WAN exploitationCritical authentication bypass flaws in Cisco Catalyst SD-WAN Controller and Manager (CVE-2026-20182) are under active exploitation by threat actors including UAT-8616; CISA mandates immediate remediation.
  • Dirty Frag Linux LPEPublic exploit code is available for a chained Linux kernel privilege escalation (CVE-2026-43284, CVE-2026-43500) affecting multiple distros; patches are pending but expected imminently.
  • a 9.8 Drupal SQLiAn unauthenticated, remotely exploitable SQL injection in Drupal's database abstraction layer (CVE-2026-9082, CVSS 9.8) affects PostgreSQL sites; patches are out across six supported branches.
  • a record Patch TuesdayMicrosoft's June 2026 Patch Tuesday shipped 198 CVEs, 32 critical and 3 actively exploited zero-days — the largest release to date.
  • npm/PyPI supply-chain wormsThe Mini Shai-Hulud campaign compromised 170+ npm and PyPI packages, bypassing SLSA Build Level 3 provenance attestations to steal developer and cloud credentials.
Active Exploits & Incidents

Accenture confirms breach after hacker claims source code theft

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Vulnerabilities & CVEs

GhostLock: 15-year-old Linux flaw enables root on most distros

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Active Exploits & Incidents

Critical Gitea auth bypass under active exploitation

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Threat Research & Deep Dives

Kaspersky maps the Q1 2026 industrial automation threat landscape

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