- 专利标题: BOT-BASED HONEYPOT POISON RESILIENT DATA COLLECTION
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申请号: US15436371申请日: 2017-02-17
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公开(公告)号: US20180240473A1公开(公告)日: 2018-08-23
- 发明人: Nathalie Baracaldo Angel , Pawan R. Chowdhary , Heiko H. Ludwig , Robert J. Moore , Taiga Nakamura
- 申请人: INTERNATIONAL BUSINESS MACHINES CORPORATION
- 主分类号: G10L25/48
- IPC分类号: G10L25/48 ; G10L15/26 ; G10L17/00 ; G10L17/06 ; G06N99/00
摘要:
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.
公开/授权文献
- US10102868B2 Bot-based honeypot poison resilient data collection 公开/授权日:2018-10-16
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