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CRII: SaTC: Temporal Eclectic Rule Extraction (TERE) and Rule Extraction Optimization Stra — NSF Award to University of South Alab

As cyber threats become increasingly sophisticated, ensuring the security of computer networks is more critical than ever. Intrusion Detection Systems (IDS) help identify potential cyberattacks, but many rely on Artificial Intelligence techniques that act as “black boxes,” making their decisions difficult for humans to

Award titleCRII: SaTC: Temporal Eclectic Rule Extraction (TERE) and Rule Extraction Optimization Stra
Award ID2451237
AwardeeUniversity of South Alabama
CityMOBILE
StateAL
Amount obligated$155,258
Principal investigatorJesse Ables
ProgramSecure &Trustworthy Cyberspace
Start date06/15/2025
AbstractAs cyber threats become increasingly sophisticated, ensuring the security of computer networks is more critical than ever. Intrusion Detection Systems (IDS) help identify potential cyberattacks, but many rely on Artificial Intelligence techniques that act as “black boxes,” making their decisions difficult for humans to understand or trust. Security analysts or users do not know what is going on “under the hood” in these models and do not understand the model's reasons for making predictions. Thi
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