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Threat Automation and Prioritisation of Emails Alerts
What is TAPE?
What is TAPE?
TAPE aims to address those critical gaps by developing Machine Learning (ML) software to support human security experts in their daily effort to identify phishing campaigns within the reported email alerts from Microsoft 365 Defender and prioritise the response. It also enables the security team to proactively identify new campaign traits and update their Microsoft Sentinel rules periodically.
A Large Organisation
in Australia
A Large Organisation
in Australia
760K
760K
emails daily
680K
680K
system blocked/alerted
1K
1K
bypass defence
TAPE Solution
TAPE Solution
PhishCade: uncover email phishing campaigns.
PhishTrace: Explainable AI to identify attackers' targets within the campaigns.
Domain Intelligence on Trust (DoITrust): graph neural network to reveal untrusted domains.
Cognitive Deception Detector (CDD): Linguistic & cognitive similarities for deceptive web domains.
PhishCade
PhishCade
PhishTrace
PhishTrace
DoITrust
DoITrust
CDD
CDD
July 2022
TAPE is born!
TAPE is born!
Supported by Cyber Security CRC, West Australia Government, and Data61 CSIRO
Supported by Cyber Security CRC, West Australia Government, and Data61 CSIRO
2010's
AI and Machine Learning
AI and Machine Learning
Very promissing results on machine intelligence are seen using Artificial Intelligence and Machine Learning.
2000's
Hacking and Phishing
Hacking and Phishing
Start of more targeted cyberattacks such as credit cards and passwords stealing. The attacks are now extended to secure and sensitive government and business information.
1990's
Virus Headache and Antivirus Industry
Virus Headache and Antivirus Industry
Appearance of newer types of viruses such as 'I LOVE YOU' and Melissa infected tens of millions of computers, causing a worldwide failure of email systems. It led to the creation of antivirus industries.
1970's
First cyber worm
First cyber worm
Robert Thomas created Creeper, the first computer worm that could move in a network, leaving behind a trail of “I’M THE CREEPER: CATCH ME IF YOU CAN” message.
Peter Bouhlas, DGov WA CISO
Peter Bouhlas, DGov WA CISO
“The West Australian Security Operation Centre (WASOC) within the Department of Premier and Cabinet is in the process of deploying and testing the threat hunting tool. The WA Government is pleased to be the first user of the tool and is looking forward to determining the tool’s capability to detect threats within the logs."
Working with the Best
Working with the Best
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