An Automatic Sensitive Image Search System with Generative Artificial Intelligence to Identify Data Leaks on Internet DOI Open Access
Ray-I Chang,

Chih Yang,

Ting‐Wei Hsu

и другие.

Electronics, Год журнала: 2025, Номер 14(11), С. 2254 - 2254

Опубликована: Май 31, 2025

With the widespread use of Internet technologies, protection personal data to ensure cyber security and privacy compliance has become a major challenge for not only enterprises but also governments. Traditional Data Loss Prevention (DLP) systems primarily focus on preventing internal from leaking out. However, there is lack effective solutions proactively detect sensitive images already exposed Internet. To address these challenges, we developed an automatic image search system identify leaks Our utilizes artificial intelligence (AI) automatically search, flag potential privacy-leaking that contains data. We first analyze data, such as identification (ID) cards, driver’s licenses, passports, financial statements, obtain standardized document layouts their elements. Then, our uses generative AI (GenAI) generate example user-defined This applied target As may be lots images, propose AI-driven methods effectively suppress meaningless matches then meaningful content. At last, remediation recommendations are provided by large language models (LLMs). demonstrate real value system, have shown some examples searching does discover significant issues.

Язык: Английский

An Automatic Sensitive Image Search System with Generative Artificial Intelligence to Identify Data Leaks on Internet DOI Open Access
Ray-I Chang,

Chih Yang,

Ting‐Wei Hsu

и другие.

Electronics, Год журнала: 2025, Номер 14(11), С. 2254 - 2254

Опубликована: Май 31, 2025

With the widespread use of Internet technologies, protection personal data to ensure cyber security and privacy compliance has become a major challenge for not only enterprises but also governments. Traditional Data Loss Prevention (DLP) systems primarily focus on preventing internal from leaking out. However, there is lack effective solutions proactively detect sensitive images already exposed Internet. To address these challenges, we developed an automatic image search system identify leaks Our utilizes artificial intelligence (AI) automatically search, flag potential privacy-leaking that contains data. We first analyze data, such as identification (ID) cards, driver’s licenses, passports, financial statements, obtain standardized document layouts their elements. Then, our uses generative AI (GenAI) generate example user-defined This applied target As may be lots images, propose AI-driven methods effectively suppress meaningless matches then meaningful content. At last, remediation recommendations are provided by large language models (LLMs). demonstrate real value system, have shown some examples searching does discover significant issues.

Язык: Английский

Процитировано

0