Incident archives risk being used for AI model training
Security incident records fed to AI systems can map organizational detection patterns and tuning decisions, exposing behaviors to vendors.
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10 stories, newest first · one card per story
Stories tagged #cyber-risk
Essay argues open-weight models have not caused a cyber step change
The author says a leaked Claude Mythos would have accelerated incidents, not collapsed infrastructure, and cites GLM-5.3 a month after release.
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Open models have real benefits. Do they outweigh the risks?
MIT Technology Review weighs open-model benefits against misuse risks highlighted by Anthropic.
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Pricing your bad days and how to build an economic model for security decisions
A Qualys executive explains how CISOs can price loss scenarios to guide security spending.
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The Cyber Risk Discourse is Broken
Interconnects argues open-weight cyber risk debate ignores trade-offs, claiming closed-model APIs cause most documented AI-enabled attacks and banning open weights weakens defense.
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How the CISO CFO Relationship is a Key to Cybersecurity Success
Dark Reading says CISO and CFO alignment on cyber risk is key to security success.
More Than a Third of Industrial Orgs See Cybersecurity Risk as a Top Obstacle to Growth, Study Finds
More than a third of industrial firms cite cybersecurity risk as a top obstacle to growth.
A Framework to Quantify the Probability of Future Cyber Loss Events
LEFSA estimates future cyber-loss probabilities from Defender telemetry, with XGBoost reaching 0.90 mean AUC across 23 organizations.
Cyber risk from frontier AI poses ‘most immediate concern’ to global financial system, watchdog warns
The Financial Stability Board warns G20 ministers that frontier AI-driven cyber risk is the most immediate threat to global financial stability.
From ‘High/Medium/Low’ to Dollars: Making Cyber Risk Legible to Your CFO
Cyble argues security teams should express cyber risk in financial terms for CFOs instead of high/medium/low ratings, citing its 2025 threat forecast results.