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A Diagnostics Approach to Persistent Threat Detection (ADAPT)
Cheney, James
(Principal Investigator)
School of Informatics
Foundations of Computation
Overview
Fingerprint
Research output
(8)
Research output
Research output per year
2016
2016
2017
2019
2020
2021
2024
2024
6
Conference contribution
2
Article
Research output per year
Research output per year
2 results
Publication Year, Title
(descending)
Publication Year, Title
(ascending)
Title
Type
Filter
Article
Search results
2024
Hack me if you can: Aggregating AutoEncoders for countering persistent access threats within highly imbalanced data
Benabderrahmane, S., Hoang, N., Valtchev, P.,
Cheney, J.
& Rahwan, T.,
Nov 2024
,
In:
Future Generation Computer Systems.
160
,
p. 926-941
16 p.
Research output
:
Contribution to journal
›
Article
›
peer-review
Open Access
File
Autoencoder
100%
Imbalanced Data
100%
Advanced Persistent Threat
100%
Cyber Attack
28%
Superior Performance
14%
2020
A baseline for unsupervised advanced persistent threat detection in system-level provenance
Berrada, G.,
Cheney, J.
, Benabderrahmane, S., Maxwell, W., Mookherjee, H., Theriault, A. & Wright, R.,
Jul 2020
,
In:
Future Generation Computer Systems.
108
,
p. 401-413
25 p.
Research output
:
Contribution to journal
›
Article
›
peer-review
Open Access
File
Advanced Persistent Threat
100%
Threat Detection
100%
Anomaly Detection
33%
Cyber Attack
33%
Security Analyst
33%