Topic starter
27/06/2026 1:42 pm
TL;DR: Advanced attacks bypassing secure email gateways rose 97% over six months as AI-generated threats increasingly mimic trusted communications, according to Abnormal AI, prompting leadership hires across product, customer success, and legal functions. The underlying issue is that traditional detection and governance assumptions break when identity and behaviour become harder to distinguish from legitimate business traffic.
Editorial analysis by NHI Mgmt Group, based on content published by Abnormal AI: “Abnormal AI Expands Leadership Team to Advance Behavioral AI Platform”.
By the numbers:
- Advanced attacks bypassing Secure Email Gateways rose 97% over six months, according to Abnormal AI.
Key questions
Q: Why do generative AI phishing campaigns bypass traditional email controls?
A: Because traditional controls often depend on patterns that attackers can now imitate or vary cheaply at scale.
A: Security teams should treat AI email assistants as untrusted intermediaries and require identity validation before any summary or action is used.
Q: What breaks when email security relies mainly on static filters?
A: Static filters assume malicious messages can be identified from known patterns, but modern campaigns change structure, timing, and sender behaviour to avoid those rules.
Practitioner guidance
- Reassess email trust assumptions Map where your current secure email gateway decisions still assume that malicious messages look obviously malicious.
- Correlate email with identity risk Tie suspicious messaging signals to account compromise indicators, recent login anomalies, and unusual consent or privilege changes so the email event is not evaluated in isolation.
- Extend monitoring beyond the inbox Review which collaboration systems can continue an email-born attack path, including chat, HR, ITSM, and conferencing tools, and make sure they inherit the same trust scrutiny.
Bottom line: AI-generated email threats are eroding the reliability of content-based detection, which means communication trust has become an identity and behaviour problem.
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This topic was modified 4 days ago by NHI Mgmt Group
27/06/2026 3:09 pm
Email trust is becoming a behavioural identity problem, not a filtering problem. When AI-generated threats can imitate the cadence and tone of legitimate business traffic, the old assumption that malicious mail looks obviously different stops holding. That changes the control objective from blocking bad content to assessing whether a message behaves like a trusted interaction. For identity programmes, this is a shift in where trust is decided, and it should be treated as such.
A question worth separating out:
Q: What should organisations measure to know if email controls are actually working?
A: Organisations should measure detection fidelity, containment speed, and whether suspicious messages lead to fewer successful impersonation or credential theft events. A control is only effective if it changes attacker behaviour in production, not if it merely generates alerts or passes a policy review.
👉 Read our full editorial: Abnormal AI leadership changes reflect rising AI-generated email threats
This post was modified 4 days ago by NHI Mgmt Group