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Applied AI Intelligence

Live applied AI intelligence at the cybersecurity intersection: AI for cyber defense, cyber for AI systems, model risk, adversarial ML, and AI governance. DecipherU translates each signal into career implications for cybersecurity professionals.

846 items·Updated 1d ago·RSS
arXiv (cs.AI)1d ago

MA-SafeDiffuser: Safe Multi-Agent Planning with Diffusion Probabilistic Models

arXiv preprint on AI security, safety, or adversarial robustness. Indexed by the cs.AI category. Career-relevant for AI Red Team Engineers, AI Security Engineers, and AI Governance practitioners tracking the active research frontier.

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arXiv (cs.LG)1d ago

FedSharp: Byzantine Robust Decentralized Federated Learning Under Noisy Channel

arXiv ML preprint with security, privacy, or robustness implications. Career-relevant for ML Security Engineers and AI Security Engineers tracking adversarial-ML research.

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arXiv (cs.LG)1d ago

Objective-Conditioned Active Preference Learning for Multi-Objective Alignment

arXiv ML preprint with security, privacy, or robustness implications. Career-relevant for ML Security Engineers and AI Security Engineers tracking adversarial-ML research.

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arXiv (cs.LG)1d ago

The Confidence Score: a New Measure on Kernels

arXiv ML preprint with security, privacy, or robustness implications. Career-relevant for ML Security Engineers and AI Security Engineers tracking adversarial-ML research.

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arXiv (cs.AI)4d ago

Beyond Plausible Prediction: Safety Sufficiency in Web World Models

arXiv preprint on AI security, safety, or adversarial robustness. Indexed by the cs.AI category. Career-relevant for AI Red Team Engineers, AI Security Engineers, and AI Governance practitioners tracking the active research frontier.

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arXiv (cs.LG)4d ago

Near-Optimal First-Order Regret for Bandits with Feedback Graphs

arXiv ML preprint with security, privacy, or robustness implications. Career-relevant for ML Security Engineers and AI Security Engineers tracking adversarial-ML research.

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AI Incident Database (Partnership on AI / CSET)6d ago

VAPOR PANDA Uses AI-Driven ARTEX to Scale a Global Espionage Campaign

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)6d ago

Les panneaux seraient écrits par intelligence artificielle : dans le Finistère, cette traduction en breton ne passe pas

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)6d ago

Chainalysis Security Incident Information

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)6d ago

Chainalysis discloses data breach from "offensive agentic techniques"

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)6d ago

CrowdStrike Uncovers New Agentic AI Campaigns

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)6d ago

阿里巴巴研究团队披露一起“agent叛逃偷矿事件”

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)6d ago

Crecen los ciberataques con agentes de IA en Argentina: vulneraron al menos 15 entidades de salud y robaron historias clínicas

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)6d ago

OpenAI agents carried out an undisclosed cyber-attack on RubyGems

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)6d ago

An update on the May spam-publishing campaign on rubygems.org

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)6d ago

Cyberattack by Rogue AI Swarm Stokes Fears of Out-of-Control Agents

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)8d ago

How an AI start-up founded by ex-DOGE staffers broke into Anthropic

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)8d ago

AI bots flooded 2023 UK government consultation on disposable vapes ban

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)8d ago

Senior official at Dartmouth College resigns over AI use

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)8d ago

At Johns Hopkins, shadow AI use linked to data breach

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)8d ago

Storm-1516 Produces Very Likely Deepfake Videos of Student Accusing Democratic Senate Candidate of Sexual Assault

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)8d ago

Russian disinformation group targets James Talarico with baseless claim in AI-generated video

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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arXiv (cs.AI)10d ago

Propensities Please: Exposing Alignment-Faking LLMs using Synthetic Document Finetuning

arXiv preprint on AI security, safety, or adversarial robustness. Indexed by the cs.AI category. Career-relevant for AI Red Team Engineers, AI Security Engineers, and AI Governance practitioners tracking the active research frontier.

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arXiv (cs.LG)10d ago

The Path to NDE 4.0: A Review of Algorithms, Techniques, and Strategies for Autonomous Inspection

arXiv ML preprint with security, privacy, or robustness implications. Career-relevant for ML Security Engineers and AI Security Engineers tracking adversarial-ML research.

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arXiv (cs.LG)10d ago

Towards Adversarially Robust Multigraph Neural Networks for Financial Crime Analysis

arXiv ML preprint with security, privacy, or robustness implications. Career-relevant for ML Security Engineers and AI Security Engineers tracking adversarial-ML research.

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arXiv (cs.AI)11d ago

$M^3$: A Multi-LLM System for Multi-Turn Jailbreaking as a Markov Decision Process

arXiv preprint on AI security, safety, or adversarial robustness. Indexed by the cs.AI category. Career-relevant for AI Red Team Engineers, AI Security Engineers, and AI Governance practitioners tracking the active research frontier.

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AI Incident Database (Partnership on AI / CSET)13d ago

AI-driven, large-scale nation-state campaign using ARTEX enables supply chain compromise

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)13d ago

Chinese-linked hackers compromise ConnectWise, target hundreds in global attack, Microsoft says

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)13d ago

Lebanese family sues OpenAI over death of 15-year-old Mathias Habib: Lawsuit details alleged ChatGPT safety failures

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)13d ago

COMPLAINT AND DEMAND FOR JURY TRIAL (Charbel Habib and Soha Samaha v. OpenAI, Inc., et al.)

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)13d ago

Leire Diez se querella contra el PP por su vídeo hecho con IA que le acusa de contratar "matones"

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)13d ago

Accessing and changing internal systems during dashboard research

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)13d ago

El PP da un paso más en su campaña y suplanta la identidad de Begoña Gómez, Zapatero y Ábalos: “¿Irse de putas? Sí, soy zurdo

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)13d ago

Opposition deepfake video of Spanish PM’s wife sparks outrage before election

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)13d ago

SF man operating self-driving Tesla hits, kills pedestrian on I-80, CHP says

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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AI Incident Database (Partnership on AI / CSET)13d ago

Vallejo man hit, killed by Tesla under self-driving mode identified

Real-world AI incident curated by the AI Incident Database (Partnership on AI / CSET). Editor-reviewed with primary-source citations. Career-relevant for every AI security and AI governance practitioner; the AIID is the closest thing to a CVE database for AI failures.

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All intelligenceCybersecurity intelligence

Where the field is heading

Forrester projected 60% of Fortune 100 companies would have a head of AI governance by the end of 2026, and one 2026 market survey found 98.5% of organizations reporting inadequate AI governance staffing relative to their AI deployment pace. That gap is the fastest-growing hiring category in this space right now, up 150% year over year.

AI Governance Officer career guide →

The EU AI Act's high-risk-system obligations became binding in August 2026, and they specifically expect documented adversarial testing before deployment, not just after an incident. Expect that requirement to keep expanding demand for people who can actually break a model on purpose before a regulator or an attacker does it for you.

AI Red Teamer career guide →

Two credentials built specifically for this intersection, IAPP's AI Governance Professional (AIGP) and ISACA's Advanced in AI Audit (AAIA), map directly to EU AI Act risk-tiering and conformity-assessment work. Neither existed as a distinct credential category before 2025.

IAPP AIGP certification guide →
Last verified: April 2026?Report an inaccuracy