Matches in SemOpenAlex for { <https://semopenalex.org/work/W3129268596> ?p ?o ?g. }
- W3129268596 abstract "Stealing attack against controlled information, along with the increasing number of information leakage incidents, has become an emerging cyber security threat in recent years. Due to the booming development and deployment of advanced analytics solutions, novel stealing attacks utilize machine learning (ML) algorithms to achieve high success rate and cause a lot of damage. Detecting and defending against such attacks is challenging and urgent so that governments, organizations, and individuals should attach great importance to the ML-based stealing attacks. This survey presents the recent advances in this new type of attack and corresponding countermeasures. The ML-based stealing attack is reviewed in perspectives of three categories of targeted controlled information, including controlled user activities, controlled ML model-related information, and controlled authentication information. Recent publications are summarized to generalize an overarching attack methodology and to derive the limitations and future directions of ML-based stealing attacks. Furthermore, countermeasures are proposed towards developing effective protections from three aspects -- detection, disruption, and isolation." @default.
- W3129268596 created "2021-03-01" @default.
- W3129268596 creator A5008770845 @default.
- W3129268596 creator A5034348483 @default.
- W3129268596 creator A5056248574 @default.
- W3129268596 creator A5056719258 @default.
- W3129268596 creator A5071672663 @default.
- W3129268596 creator A5083874423 @default.
- W3129268596 date "2021-02-16" @default.
- W3129268596 modified "2023-09-25" @default.
- W3129268596 title "Machine Learning Based Cyber Attacks Targeting on Controlled Information: A Survey" @default.
- W3129268596 cites W1158019277 @default.
- W3129268596 cites W1463944966 @default.
- W3129268596 cites W1473189865 @default.
- W3129268596 cites W1487941708 @default.
- W3129268596 cites W1488058190 @default.
- W3129268596 cites W1503814339 @default.
- W3129268596 cites W1528765510 @default.
- W3129268596 cites W1537187979 @default.
- W3129268596 cites W1574901103 @default.
- W3129268596 cites W169290973 @default.
- W3129268596 cites W1821462560 @default.
- W3129268596 cites W1834627138 @default.
- W3129268596 cites W1873763122 @default.
- W3129268596 cites W1892323599 @default.
- W3129268596 cites W1934458198 @default.
- W3129268596 cites W1991669689 @default.
- W3129268596 cites W2007339694 @default.
- W3129268596 cites W2007382769 @default.
- W3129268596 cites W2007488200 @default.
- W3129268596 cites W2019578814 @default.
- W3129268596 cites W2019735187 @default.
- W3129268596 cites W2024922353 @default.
- W3129268596 cites W2027595342 @default.
- W3129268596 cites W2036348722 @default.
- W3129268596 cites W2038296020 @default.
- W3129268596 cites W2040403168 @default.
- W3129268596 cites W2048755632 @default.
- W3129268596 cites W2051000513 @default.
- W3129268596 cites W2051267297 @default.
- W3129268596 cites W2053637704 @default.
- W3129268596 cites W2054626033 @default.
- W3129268596 cites W2067713319 @default.
- W3129268596 cites W2069219260 @default.
- W3129268596 cites W2073342447 @default.
- W3129268596 cites W2080335657 @default.
- W3129268596 cites W2090465075 @default.
- W3129268596 cites W2095577883 @default.
- W3129268596 cites W2097267243 @default.
- W3129268596 cites W2099468260 @default.
- W3129268596 cites W2101234009 @default.
- W3129268596 cites W2103560185 @default.
- W3129268596 cites W2109426455 @default.
- W3129268596 cites W2111397260 @default.
- W3129268596 cites W2124192284 @default.
- W3129268596 cites W2132073183 @default.
- W3129268596 cites W2135283551 @default.
- W3129268596 cites W2135359429 @default.
- W3129268596 cites W2137100320 @default.
- W3129268596 cites W2142384583 @default.
- W3129268596 cites W2146270836 @default.
- W3129268596 cites W2147150814 @default.
- W3129268596 cites W2149889219 @default.
- W3129268596 cites W2150882603 @default.
- W3129268596 cites W2157151879 @default.
- W3129268596 cites W2161251616 @default.
- W3129268596 cites W2208173047 @default.
- W3129268596 cites W2209896279 @default.
- W3129268596 cites W2252024402 @default.
- W3129268596 cites W2255548496 @default.
- W3129268596 cites W2268989031 @default.
- W3129268596 cites W2271567685 @default.
- W3129268596 cites W2281798379 @default.
- W3129268596 cites W2294170611 @default.
- W3129268596 cites W2294710185 @default.
- W3129268596 cites W2296452361 @default.
- W3129268596 cites W2302098303 @default.
- W3129268596 cites W2329068542 @default.
- W3129268596 cites W2329660289 @default.
- W3129268596 cites W2337833343 @default.
- W3129268596 cites W2463456957 @default.
- W3129268596 cites W2464551054 @default.
- W3129268596 cites W2473418344 @default.
- W3129268596 cites W2474608001 @default.
- W3129268596 cites W2490171383 @default.
- W3129268596 cites W2499140796 @default.
- W3129268596 cites W2504618076 @default.
- W3129268596 cites W2510423754 @default.
- W3129268596 cites W2521009787 @default.
- W3129268596 cites W2532781556 @default.
- W3129268596 cites W2534681634 @default.
- W3129268596 cites W2535690855 @default.
- W3129268596 cites W2538793708 @default.
- W3129268596 cites W2539436818 @default.
- W3129268596 cites W2540977243 @default.
- W3129268596 cites W2541884796 @default.
- W3129268596 cites W2545001194 @default.
- W3129268596 cites W2579193977 @default.
- W3129268596 cites W2591882872 @default.
- W3129268596 cites W2603766943 @default.