VIONIS LABS

AI Güvenlik Laboratuvarı

Sorumlu AI geliştirme pratiğinin öncülüğünü yapan araştırma, uyum problemleri, güçlülük testi ve yorumlanabilirlik yöntemleri ile AI sistemlerinin güvenli ve faydalı kalmasını sağlama.

Core Safety Principles

Fundamental principles guiding our AI safety research and development

99.9% reliability

Robustness & Reliability

Ensuring AI systems perform reliably across diverse conditions and gracefully handle unexpected situations.

100% explainable

Transparency & Explainability

Developing AI systems that can explain their decisions and reasoning in human-understandable terms.

Zero breaches

Security & Privacy

Protecting AI systems from adversarial attacks while preserving user privacy and data security.

Araştırma Alanları

AI güvenliği ve güvenilirliğindeki ana odak noktalarımız

AI Alignment Research

Ensuring AI systems understand and pursue intended objectives while remaining aligned with human values.

Human Value Alignment
Reward Modeling Techniques
Human Preference Learning
Constitutional AI Methods

Robustness & Adversarial Safety

Developing AI systems that remain safe and reliable under adversarial conditions and distribution shifts.

Adversarial Training Methods
Uncertainty Quantification
Distribution Shift Detection
AI System Stress Testing

AI Interpretability

Research into understanding and explaining AI decision-making processes for transparency and accountability.

Mechanistic Interpretability
Concept Bottleneck Models
Attention Mechanism Analysis
Causal Intervention Methods

Safety Frameworks

Comprehensive frameworks for evaluating and ensuring AI safety

Risk Assessment Framework

Systematic methodology for identifying, analyzing, and mitigating potential risks in AI systems.

AI Threat Modeling
Failure Mode Analysis
Impact Assessment
Risk Mitigation Strategies

Safety Evaluation Protocols

Standardized protocols for testing and validating AI safety measures across different applications.

Safety Benchmark Suites
Red Team Evaluations
Capability Assessment
Continuous Monitoring

Güvenli AI Geliştirmesine Katılın

AI güvenlik araştırmamızın son bulgularını keşfedin ve AI sistemlerinizin güvenli ve güvenilir kalmasını sağlayın