About Me

I am a co-founder of Incalmo, a cybersecurity research lab. We recently closed a seed round. We are hiring aggressively. Please reach out if you are passionate about creating RL environments for security or post-training cyber frontier models.

I graduated from CMU's PhD program where I was advised by Lujo Bauer and Vyas Sekar, developing systems to enable fully autonomous network attackers and defenders.

Before my PhD, I co-founded ZeroWheel and was the CTO for 5 years.

Contact

Research & Incalmo inquiries

email: brian {at} incalmo {dot} ai

Publications

Establishing Systems-Level Competitive Leaderboards for Network Security

B. Singer, L. Adiga , L. Bauer, and V. Sekar. In Submission.

Incalmo: An Autonomous LLM-assisted System for Red Teaming Multi-host Networks

B. Singer, K. Lucas, L. Adiga, M. Jain, L. Bauer, and V. Sekar. IEEE S&P 2026.

Perry: A High-level Framework for Accelerating Cyber Deception Experimentation

B. Singer, Y. Saquib, L. Bauer, and V. Sekar. RAID 2025.

Shedding Light on Inconsistencies in Grid Cybersecurity: Disconnects and Recommendations

B. Singer, A. Pandey, S. Li, L. Bauer, C. Miller, L. Pileggi, and V. Sekar. IEEE S&P 2023.