AI + IoT Security: Safeguarding Smart Devices
Edge intelligence, anomaly detection at device level, and privacy-aware IoT monitoring.
Cybersecurity × AI
Privacy-Preserving AI for Security Applications
Federated learning, homomorphic encryption, and secure multiparty computation applied to security.
Reviewing AI Threat Intelligence Platforms
Comparative criteria, integration tips, and evaluation metrics for TIPs.
Attacks on NLP Models: Prompt Injection & More
Prompt injection, model poisoning, and defensive prompt engineering.
AI for Zero-Day Detection: Promise & Limitations
Capabilities, false positive risks, and explainability limits for zero-day detection.
Cybersecurity Career Paths in the Era of AI
Career pathways, skill recommendations, and certification suggestions.
AI in Identity & Access Management (IAM)
Adaptive authentication, risk-based access, and continuous verification.
Data Poisoning Attacks in ML Security
Data validation, provenance, and robust aggregation as defenses.
Future Trends: Quantum, AI & Cybersecurity
Trends at the intersection of quantum-safe cryptography, AI, and autonomous defense.
GANs Used for Attack & Defense
GAN use-cases for synthetic data generation and adversarial testing.