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ToolHazard reveals that injection timing and placement are critical factors in exploiting vulnerabilities of LLM-based agents, leading to new insights in adversarial robustness.
Synthesized probabilistic saturating counters achieve formal differential privacy guarantees while maintaining competitive prediction accuracy, addressing critical side-channel vulnerabilities in modern processors.
