Sybil A Twitter
Sybil uses a 3 step process for linking an Ethereum address to a social identity. User uses their Ethereum private key to sign a message consisting of their social username (Twitter handle, github username, etc). User posts this signature on their social profile so others can view.
- Sybil G Scales, age 84, Bridge City, TX 77611 View Full Report Known Locations: Bridge City TX, 77611, Port Arthur TX 77640 Possible Relatives: Joyce Fay Ginty, James B Scales, Kendall R Scales.
- Sybil A Robinson, age 49, Stone Mountain, GA 30083 View Full Report Known Locations: Stone Mountain GA 30083, Decatur GA 30032, Stone Mountain GA 30083.
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TrueTop: A Sybil-Resilient System for User Influence Measurement on Twitter
Abstract
Influential users have great potential for accelerating information dissemination and acquisition on Twitter. How to measure the influence of Twitter users has attracted significant academic and industrial attention. Existing influential measurement techniques, however, are vulnerable to sybil users that are thriving on Twitter. Although sybil defenses for online social networks have been extensively investigated, they commonly assume unique mappings from human-established trust relationships to online social associations and thus do not apply to Twitter where users can freely follow each other. This paper presents TrueTop, the first sybil-resilient system to measure the influence of Twitter users. TrueTop is firmly rooted in two observations from real Twitter datasets. First, although non-sybil users may incautiously follow strangers, they tend to be more careful and selective in retweeting, replying to, and mentioning other Twitter users. Second, influential users usually get much more retweets, replies, and mentions than non-influential users. Detailed theoretical studies and synthetic simulations show that TrueTop can generate very accurate influence measurement results and also have strong resilience to sybil attacks.
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- Computer Science - Social and Information Networks
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