WatchTower - Securing LLMs against Jailbreak Attempts
WatchTower - Securing LLMs against Jailbreak Attempts
17 Jul 202413:07pm - 17 Jul 202414:07pm
WatchTower - Securing LLMs against Jailbreak Attempts
About the Event
As large language models (LLMs) become integral to various applications, the risk of these models being manipulated through jailbreaking attempts is a significant concern. Jailbreaking involves exploiting model vulnerabilities to produce harmful, inappropriate, or unintended outputs. For example, attackers might bypass safety filters to generate offensive content, posing ethical and legal risks and undermining user trust. Addressing these vulnerabilities is crucial for maintaining the integrity and reliability of AI systems.
In this webinar, we will delve into the pain points associated with LLM security and explore how to effectively mitigate these threats. We will discuss how to identify the right datasets for learning, and demonstrate the process of fine-tuning the Mistra 7B model to detect and prevent jailbreak attempts.
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- Best articles get published on Analytics Vidhya’s Blog Space
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Who is this DataHour for?
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
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