ALTR: Adaptive Defense Framework Against Adversarial LLM Threats in Critical-Domain Applications
The fast deployment of large language models (LLMs) in critical-domain applications such as financial systems has introduced new types of security vulnerabilities (e.g., adversarial prompt injections, semantic obfuscation, and multi-stage social engineering attacks) that conventional countermeasures cannot typically ha...