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Software Security

The digest for 3 November 2026

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Contents

  1. Securing Internet-Critical Software: How We Could Have Backdoored Bash1
  2. AI Vulnerability Finding2
  3. Expat 2.10.0 Released with Four Security Fixes3
  4. Hackers hijack cPGuard autoupdate to deploy backdoor, steal data4
  5. Google: LLMjacking attacks rack up $1 million in cloud AI charges5
  6. Barracuda warns of critical flaws allowing root access to devices6
  7. Google disrupts million-device XCPE Android malware botnet, bans TV box maker7
  8. Android’s November 2026 Updates Patch Over 200 Vulnerabilities8
  9. Critical Node-RED Flaw Exploited in Attacks9
  10. Google Dismantles XCPE Botnet of 1.3 Million Android Devices10
  11. Microsoft Analyzes Exploited Vulnerabilities and Their Common Patterns11
  12. Cloudflare Launches Zero Wire to Help Security Teams Respond to Critical Vulnerabilities12
  13. ATrust: Adaptive Trust Boundary Expansion for Securing LLM Agents13
  14. A Three-Tier Mitigation Framework for OWASP MCP Top 10 Vulnerabilities14
  15. Trigger.dev Customer Environment Variables Exposed15
  16. Binance CEO details $6.3 billion theft linked to North Korea-linked hackers16
  17. Binance Says Fake Job Interview Led to $6.3 Billion Crypto Heist17
  18. Google adds new $250,000 Cloud VRP reward for Root-in-Cloud bugs18
  19. Chinese hackers use ARTEX AI in automated attacks against 200 orgs19
  20. Gitbook Breached: AI-Driven Attack Compromises Credentials and Tokens20
2

AI Vulnerability Finding

A comment highlights that 3% of critical software security bugs discovered in all of history have been found in the last month, suggesting a dramatic increase in vulnerability discovery.

From Schneier on Security

3

Expat 2.10.0 Released with Four Security Fixes

Expat 2.10.0 addresses four vulnerabilities, including improvements to billion laughs and parameter entity attacks, and memory allocation tracking. The release includes fixes for denial of service and signed integer overflow issues.

From Lobsters

9

Critical Node-RED Flaw Exploited in Attacks

A critical vulnerability in Node-RED (CVE-2026-58115) has been exploited in the wild to deploy payloads, including Linux bots and webshells. Vulnerability intelligence firm VulnCheck observed multiple attacks from Microsoft’s network.

From SecurityWeek

14

A Three-Tier Mitigation Framework for OWASP MCP Top 10 Vulnerabilities

This paper introduces a three-tier framework to classify and mitigate vulnerabilities in the OWASP MCP Top 10, highlighting architectural limitations in MCP security. The framework was validated on a real-world MFT server, showing that some vulnerabilities cannot be fully addressed at the server level.

From arXiv

Also noted

  • BTCPay Server warns of crypto thefts on outdated instances. BleepingComputer
  • Trojanized installers deliver monetization payloads via fake downloads. Microsoft Security Blog
  • LLMs can be jailbroken via adversarial chain-of-thought prompts. arXiv
  • Prompt injection attacks vary widely depending on context and system policies. arXiv
  • New fuzzing techniques target high-severity vulnerabilities in EDK2. arXiv
  • Tool poisoning in agentic AI frameworks can be exploited by attackers. arXiv
  • Attackers can influence model decisions by adding text to evidence. arXiv
  • Study evaluates autonomous self-healing against persistent cyber-attacks. arXiv
  • Study reveals vulnerability-targeted manipulation in LLM assistants. arXiv
  • Gartner predicts SOCs will have more engineers than analysts. BleepingComputer
  • Frontline Education breach impacts over 1.3 million users. SecurityWeek
  • UK faces AI cyberattacks on critical infrastructure by 2028. SecurityWeek
  • FEM solvers can be attacked to cause computational denial-of-service. arXiv
  • Analysis of post-infection malware behavior across 37 families. arXiv
  • New model improves source-code vulnerability triage with fast, single-pass scoring. arXiv