AIDEEP Says Integrated Management Is Needed Across the Entire Generative AI Lifecycle, Proposes 'DeepGenGuard' as a Security Solution
TECHWORLD ·
✦ AI Summary
AIDEEP outlined four security threats related to the use of generative AI.
The first is unauthorized access to information, the second is leakage of personal and sensitive information, the third is bypassing security through malicious queries, and the fourth is the difficulty of identifying the cause of an incident.
AIDEEP said it provides DeepGenGuard, an integrated security solution specialized for generative AI, as a countermeasure, and that it protects both AI input information and generated responses bidirectionally.
As corporate responsibility for protecting personal information grows stronger and the use of generative AI expands rapidly, personal data management measures on the service side are emerging as a key issue. In step with this trend, AIDEEP outlined four security threats related to the use of generative AI.
The first security threat AIDEEP identified is unauthorized access to information. The company said even confidential documents that users do not have access rights to could be viewed through AI search. The second security threat is the leakage of personal and sensitive information. It said personal information could be exposed through queries, attached files, and the path of AI responses.
The third security threat is bypassing security through malicious queries. AIDEEP said security policies could be rendered ineffective by manipulated questions (Prompt Injection, jailbreaking), and attempts to steal information through such methods are also possible. The fourth security threat is the difficulty of identifying the cause of an incident. It explained that because it is difficult to verify the source of responses and the processing steps, identifying the cause when an incident occurs is limited.
AI security is not sufficiently ensured by checking only the final answer results. A solution is needed that can manage the entire AI lifecycle.
As the scope of AI use expands, a system for managing the operating environment is needed. The standard for what should be applied to the operating environment is trusted data and verified components.
As a countermeasure, AIDEEP provides DeepGenGuard. DeepGenGuard is an integrated security solution specialized for generative AI.
DeepGenGuard covers protection from AI input information to generated responses. Its protection method is bidirectional protection.
Source: TECHWORLD · Kim Hye-jin
Original: https://www.epnc.co.kr/news/articleView.html?idxno=407892
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Source: TECHWORLD
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