“Sorry, I can’t help with that”: How your guardrails might become the attacker’s best friend

CN
CyberNew Threat Research Desk
• Original Reporting: Blog
CyberNew Threat Intel Assessment
Assessed Severity: MEDIUM
Impacted Surface
Enterprise Perimeter & Network Defense
Intelligence Sector
Threat Intelligence & APT

Analyst Takeaway

"last week , so I was planning to tell you all about myself, including: How I did my first real IR under the influence of The Cuckoo’s Egg while an undergraduate (and failed) My pre-bug bounty flirtation with vulnerability research, including an arbitrary file overwrite in biff(1) and how I once hacked MIT’s website My first ever hands-on experience with a computer, the display demo Commodore 64..."

Recommended Defense & Mitigation

  • Threat Monitoring: Ingest published IOCs into SIEM/EDR detection rules for continuous telemetry monitoring.
  • Security Awareness: Alert staff and maintain baseline endpoint hardening across endpoints.
Curated & Verified by CyberNew Threat Intelligence Desk Standard Defense Framework (NIST / MITRE ATT&CK)
“Sorry, I can’t help with that”: How your guardrails might become the attacker’s best friend

Welcome to this week’s edition of the Threat Source newsletter. 

Hello, everyone. Long time reader, first time writer here at the Threat Source newsletter! I wanted to start out by introducing myself. My colleague and friend Mick Baccio set the bar pretty high last week, so I was planning to tell you all about myself, including: 

  • How I did my first real IR under the influence of The Cuckoo’s Egg while an undergraduate (and failed) 
  • My pre-bug bounty flirtation with vulnerability research, including an arbitrary file overwrite in biff(1) and how I once hacked MIT’s website 
  • My first ever hands-on experience with a computer, the display demo Commodore 64 at the Montgomery Ward 

Unfortunately, my editor says we don’t have the “space” for that, the MIT thing might open me up to “liability,” and it’s not the kind of “professional image” we strive for here at Talos. (I'm watching. Always watching. -Amy) 

So instead, I’ll just play it safe and say that I’ve been in the security field for a little over 30 years now, mostly concentrating on the defensive side (Go, Team Blue!). I’ve helped set up SOCs, run threat hunting teams, and even published a few things you might have heard of.  

Speaking of things I’ve published, I’ve written before about the Attacker’s Dilemma. The idea that defenders have inherent advantages over attackers runs contrary to what most of us have heard throughout our careers. An attacker must evade monitoring and technical controls at every step of their attack lifecycle, because the defender only needs to notice once in order to respond and prevent them from achieving their goal. This is one of the most important advantages of any security team has, but we are currently witnessing a self-imposed erosion of this advantage through the rise of poorly-designed AI guardrails.  

I’m not opposed to guardrails, but we have to carefully consider what we’re guarding against and where we deploy them. As I explored in a recent piece on The Safety Penalty, by allowing third-party AI providers to implement and control safety filters and the policies behind them, we may in fact be helping the attacker. If agentic SOC process experience refusals, it can slow or even halt investigations. Of course, these should get flagged for human intervention, but that takes time and may give the attacker breathing room in which to complete their mission.  

Source Verification & Original Intelligence

This threat report was reviewed by CyberNew analysts and cross-referenced with primary security disclosures from Blog.

Primary Advisory →