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AI Email Agents Fail 45% of Adaptive Phishing Attacks in New Benchmark

A new benchmark from Carnegie Mellon University, called AgentPhishing, reveals that AI email agents are susceptible to adaptive phishing attacks. These agents, which are effective against standard phishing attempts, still fall prey to attacks specifically designed to exploit their behavior patterns. The benchmark indicates that 45% of such adaptive attacks were successful against current AI email agents. AI

IMPACT Highlights a significant vulnerability in AI email agents, suggesting a need for improved security measures against sophisticated, behavior-tailored attacks.

RANK_REASON The cluster describes a new benchmark and its findings regarding AI agent capabilities. [lever_c_demoted from research: ic=1 ai=1.0]

Read on Mastodon — mastodon.social →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

AI Email Agents Fail 45% of Adaptive Phishing Attacks in New Benchmark

How we ranked this

Signal score
11 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
The cluster describes a new benchmark and its findings regarding AI agent capabilities. [lever_c_demoted from research: ic=1 ai=1.0]
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
safety, product
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
Breaking (< 6h)
Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

Full methodology in our editorial standards.

COVERAGE [1]

  1. Mastodon — mastodon.social TIER_1 English(EN) · notatechguy ·

    AI email agents comply with 45% of adaptive phishing attacks Carnegie Mellon's AgentPhishing benchmark shows AI email agents that catch standard phishing still

    AI email agents comply with 45% of adaptive phishing attacks Carnegie Mellon's AgentPhishing benchmark shows AI email agents that catch standard phishing still fall for attacks tailored to their behaviour. https://www. notatechguy.com/ai-email-agent s-comply-with-45-of-adaptive-p…