#MLOps #AIOps #AdversarialTesting #AIBestPractices #AIGovernance #DataQuality #ModelMonitoring #SafeAI #QualityEngineering #AIDevelopment

#AITesting #GenerativeAI #AgenticAI #AIHallucinations #RedTeaming #AdversarialTesting #AISafety #ResponsibleAI #EdgeCaseTesting #AIQualityAssurance

Building Cyber Resilience: Thinking Like an Attacker and Validating Your Defenses Against Known Tactics Alex Spivakovsky, VP of Cybersecurity and Research at Pentera discusses shifting from vulnerability management to exposure management for resilient security.

Read how exposure management and continuous validation redefine cyber resilience 👇
www.technadu.com/building-cyb...

#Pentera #CyberSecurity #ExposureManagement #AdversarialTesting

Enhancing Genomic Foundation Model Robustness through Iterative Black-Box Adversarial Training — LessWrong Overview Frontier Large language foundation models changed how we process text, and a similar idea is transforming biology. Genomic foundation models…

Recent research update:
Can a handful of plausible nucleotide edits trip a genomic foundation models? Yes. Can we harden it without losing accuracy? Also yes. GA-based attacks + iterative fine tuning. Results inside:
www.lesswrong.com/posts/3zh4nn...

#robustness #adversarialtesting

Learning-Based Testing Prioritizes Adversarial Inputs for Robust AI

Learning‑Based Testing (LBT) merges mutation testing to rank adversarial inputs; results show it outperforms baselines, achieving significantly faster detection. getnews.me/learning-based-testing-p... #adversarialtesting #machinelearning

Diverse and Ethical Product Testing: How Salesforce Builds Trust in Agentforce Trust Testing — a methodology specifically designed to address the complexities of agentic AI — focuses on systematically uncovering and addressing subtle

🎄 On the 8th day of Content, #Salesforce OEHU shared w/ me… the art of #adversarialTesting!

🎁 #Diverse & #Ethical Product Testing: How Salesforce Builds #Trust in Agentforce. "Trust Testing" incorporates diverse perspectives & ensures #AI serves everyone equitably
www.salesforce.com/news/stories...