Artificial Intelligence in Cyber Threats Intelligence
| Title | Artificial Intelligence in Cyber Threats Intelligence |
| Publication Type | Conference Paper |
| Year of Publication | 2018 |
| Authors | Trifonov, R., Nakov, O., Mladenov, V. |
| Conference Name | 2018 International Conference on Intelligent and Innovative Computing Applications (ICONIC) |
| Keywords | artificial intelligence, artificial intelligence security, Behaviour Assessment, Classification algorithms, composability, computer security, Cyber Threats Intelligence, feature extraction, Human Behavior, Information security, Metrics, Neural networks, pubcrawl, Remote Network Monitoring, Reservoirs, Resiliency, Sequential Feature Selection |
| Abstract | In the field of Cyber Security there has been a transition from the stage of Cyber Criminality to the stage of Cyber War over the last few years. According to the new challenges, the expert community has two main approaches: to adopt the philosophy and methods of Military Intelligence, and to use Artificial Intelligence methods for counteraction of Cyber Attacks. \cyrchar\CYRThis paper describes some of the results obtained at Technical University of Sofia in the implementation of project related to the application of intelligent methods for increasing the security in computer networks. The analysis of the feasibility of various Artificial Intelligence methods has shown that a method that is equally effective for all stages of the Cyber Intelligence cannot be identified. While for Tactical Cyber Threats Intelligence has been selected and experimented a Multi-Agent System, the Recurrent Neural Networks are offered for the needs of Operational Cyber Threats Intelligence. |
| URL | https://ieeexplore.ieee.org/document/8601235 |
| DOI | 10.1109/ICONIC.2018.8601235 |
| Citation Key | trifonov_artificial_2018 |
- Human behavior
- Sequential Feature Selection
- Resiliency
- Reservoirs
- Remote Network Monitoring
- pubcrawl
- Neural networks
- Metrics
- information security
- Artificial Intelligence
- feature extraction
- Cyber Threats Intelligence
- computer security
- composability
- Classification algorithms
- Behaviour Assessment
- artificial intelligence security