论文标题
SOK：探索数字法医调查中人工智能的艺术状况和人工智能的未来潜力
SoK: Exploring the State of the Art and the Future Potential of Artificial Intelligence in Digital Forensic Investigation
论文作者
论文摘要
在全球的执法机构中，多年数字法医积压已经变得司空见惯。数字法医研究人员对需要处理的数据量加重了其专业知识的案例数量。人工智能通常被视为解决许多大数据问题的解决方案。本文总结了数字取证中现有的基于人工智能的工具和方法。基于人工智能的技术利用自动证据处理在加快数字法医分析过程的同时，提高了案例处理能力，这表明了巨大的希望。对于强调人工智能的每种应用，讨论了许多当前的挑战和未来的潜在影响。
Multi-year digital forensic backlogs have become commonplace in law enforcement agencies throughout the globe. Digital forensic investigators are overloaded with the volume of cases requiring their expertise compounded by the volume of data to be processed. Artificial intelligence is often seen as the solution to many big data problems. This paper summarises existing artificial intelligence based tools and approaches in digital forensics. Automated evidence processing leveraging artificial intelligence based techniques shows great promise in expediting the digital forensic analysis process while increasing case processing capacities. For each application of artificial intelligence highlighted, a number of current challenges and future potential impact is discussed.
