Invention Grant
- Patent Title: Bot-based honeypot poison resilient data collection
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Application No.: US15436371Application Date: 2017-02-17
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Publication No.: US10102868B2Publication Date: 2018-10-16
- Inventor: Nathalie Baracaldo Angel , Pawan R. Chowdhary , Heiko H. Ludwig , Robert J. Moore , Taiga Nakamura
- Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agency: Sherman IP LLP
- Agent Kenneth L. Sherman; Hemavathy Perumal
- Main IPC: G10L21/00
- IPC: G10L21/00 ; G10L25/48 ; G10L15/26 ; G10L17/00 ; G10L17/06 ; G06N99/00

Abstract:
One embodiment provides a method comprising answering one or more incoming phone calls received at one or more pre-specified phone numbers utilizing a bot. The bot is configured to engage in a conversation with a caller initiating an incoming phone call utilizing a voice recording that impersonates a human being. The method further comprises recording each conversation the bot engages in, and classifying each recorded conversation as one of poison data or truthful training data based on content of the recorded conversation and one or more learned detection models for detecting poisoned data.
Public/Granted literature
- US20180240473A1 BOT-BASED HONEYPOT POISON RESILIENT DATA COLLECTION Public/Granted day:2018-08-23
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