| AAAI | Association for the Advancement of Artificial Intelligence |
| ACL | access control list |
| AI | artificial intelligence |
| APT | advanced, persistent threat |
| AV | antivirus |
| CEC | Central Election Commission |
| CGC | Cyber Grand Challenge |
| COTS | commercial off the shelf |
| CSTB | Computer Science and Telecommunications Board |
| CTF | Capture the Flag |
| CVSS | common vulnerability scoring system |
| DARPA | Defense Advanced Research Projects Agency |
| DDOS | distributed denial of service |
| DL | deep learning |
| DoD | Department of Defense |
| GAN | generative adversarial network |
| HACMS | High-Assurance Cyber Military Systems programs |
| IARPA | Intelligence Advanced Researched Projects Activity |
| IBM | International Business Machines Corporation |
| IC | Intelligence Community |
| LID | local intrinsic dimensionality |
| MIT | Massachusetts Institute of Technology |
| ML | machine learning |
| MNIST | Modified National Institute of Standards and Technology |
| NeurIPS | Neural Information Processing Systems |
| NGAV | Next-Generation antivirus |
| NIST | National Institute of Standards and Technology |
| NLP | natural language processing |
| NSA | National Security Agency |
| NSF | National Science Foundation |
| ODNI | Office of the Director of National Intelligence |
| PATE | Private Aggregation of Teacher Ensembles |
| PPAMAL | Probabilistic Programming for Advanced Machine Learning program |
| ReLU | rectified linear unit |
| SAT | Scholastic Assessment Test |
| SDN | software-defined network |
| TCP/IP | Transmission Control Protocol/Internet Protocol |
| URL | universal resource locator |
| YOLO | you only look once |
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