Efficient LLM Jailbreak via Adaptive Dense-to-sparse Constrained Optimization.
Kai HuWeichen YuTianjun YaoXiang LiWenhe LiuLijun YuYining LiKai ChenZhiqiang ShenMatt FredriksonPublished in: CoRR (2024)
Keyphrases
- constrained optimization
- constrained optimization problems
- augmented lagrangian
- constraint handling
- objective function
- computationally expensive
- penalty function
- penalty functions
- interval analysis
- unconstrained optimization
- high dimensional
- least squares
- optimization algorithm
- closed form solutions
- lagrange multipliers