EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·Sep 9·5 min read
Playing whack-a-mole is losing
TL;DR
The article critiques the 'Security as Identity' mindset in cybersecurity, arguing that it can hinder the adoption of effective solutions that don't fit established worldviews. It emphasizes the need for a broader approach to security beyond just vulnerability discovery.
✦ Why It Matters
Reassess your security strategies to include broader, more effective solutions beyond just vulnerability detection.
Key Takeaways
- Adopt a proactive approach to security rather than just reacting to vulnerabilities.
- Use vulnerability rewards programs to inform long-term security strategies.
- Define system invariants to prevent vulnerabilities from occurring.
- Leverage AI to enforce security measures and improve system robustness.
How It Works
Security teams can define invariants—rules that must always hold true for a system—to guide development and ensure robustness. By using AI tools to enforce these invariants, teams can prevent vulnerabilities from being introduced in the first place, rather than just patching them after discovery.