Proceedings of the ACM Web Conference 2022 2022
DOI: 10.1145/3485447.3512130
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Jettisoning Junk Messaging in the Era of End-to-End Encryption: A Case Study of WhatsApp

Abstract: WhatsApp is a popular messaging app used by over a billion users around the globe. Due to this popularity, understanding misbehavior on WhatsApp is an important issue. The sending of unwanted junk messages by unknown contacts via WhatsApp remains understudied by researchers, in part because of the end-to-end encryption offered by the platform. We address this gap by studying junk messaging on a multilingual dataset of 2.6M messages sent to 5K public WhatsApp groups in India. We characterise both junk content a… Show more

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Cited by 4 publications
(3 citation statements)
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References 38 publications
(43 reference statements)
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“…From An Efficient Encryption Algorithm for Perfect Forward Secrecy in Satellite Communication [2]by Abid Murtaza, Syed Jahanzeb Hussain Pirzada informs us that the reason why WhatsApp stands out among other apps is due to its efficient path to lower the runtime while maintaining the complexity of the algorithm such that the adversary is not able to hack into the system. This is also proven by the paper WhatsApp Encryption Said to Stymie Wiretap Order [3] by Matt Apuzzo more objectively on how WhatsApp takes its place to become one "stymie wiretap order" in addition to Jettisoning Junk Messenginng in the Era of End-to-End Encryption: A Case Study of WhatsApp" [4]where Pushkal Agarwal and other authors supporting the idea with a case study of the app. Back to back with its rivalry, Midas Nouwes, Carla f. Griggio, and Wendy E.Mackay tell us in the paper"WhatsApp is for family; Messenger is for friends": Communication Places in App Ecosystems [5], that each app has its own target of the customers ad it is not only the features that stand out but the way they choose to secure the communication that decides the design of the app.…”
Section: Introductionmentioning
confidence: 90%
“…From An Efficient Encryption Algorithm for Perfect Forward Secrecy in Satellite Communication [2]by Abid Murtaza, Syed Jahanzeb Hussain Pirzada informs us that the reason why WhatsApp stands out among other apps is due to its efficient path to lower the runtime while maintaining the complexity of the algorithm such that the adversary is not able to hack into the system. This is also proven by the paper WhatsApp Encryption Said to Stymie Wiretap Order [3] by Matt Apuzzo more objectively on how WhatsApp takes its place to become one "stymie wiretap order" in addition to Jettisoning Junk Messenginng in the Era of End-to-End Encryption: A Case Study of WhatsApp" [4]where Pushkal Agarwal and other authors supporting the idea with a case study of the app. Back to back with its rivalry, Midas Nouwes, Carla f. Griggio, and Wendy E.Mackay tell us in the paper"WhatsApp is for family; Messenger is for friends": Communication Places in App Ecosystems [5], that each app has its own target of the customers ad it is not only the features that stand out but the way they choose to secure the communication that decides the design of the app.…”
Section: Introductionmentioning
confidence: 90%
“…AI/ML via general crypto or MPC [34,76,155,198,284,315,323,370,383] (total: 9) AI/ML or matching fully clientside [4,86,128,138,207,214,352,366,377] (total: 9) Metadata-based [58,176,262,368,384] (total: 5) Other [269,329,351] (total: 3)…”
Section: Spam Filteringmentioning
confidence: 99%
“…3 Peers and super-peers learn reported messages. 4 Extremely small sample size. 5 Reveals telephone number.…”
Section: Problem Context Affects Choice Of Detection and Response Mec...mentioning
confidence: 99%