LogShield: A Transformer-based APT Detection System Leveraging Self-Attention

Sihat Afnan, Mushtari Sadia, Shahrear Iqbal +1

Cyber attacks are often identified using system and network logs. There have been significant prior works that utilize provenance graphs and ML techniques to detect attacks, specif…