📃Machine Learning for Toxicity Prediction Using Chemical Structures: Pillars for Success in the Real World
📙 Journal: Chemical Research in Toxicology (I.F.=3.7) 🗓Publish year: 2025
🧑💻Authors: Srijit Seal, Manas Mahale, Miguel García-Ortegón, ... 🏢Universities: Broad Institute of MIT and Harvard, United States- University of Cambridge,UK
📃Machine Learning for Toxicity Prediction Using Chemical Structures: Pillars for Success in the Real World
📙 Journal: Chemical Research in Toxicology (I.F.=3.7) 🗓Publish year: 2025
🧑💻Authors: Srijit Seal, Manas Mahale, Miguel García-Ortegón, ... 🏢Universities: Broad Institute of MIT and Harvard, United States- University of Cambridge,UK
Telegram does offer end-to-end encrypted communications through Secret Chats, but this is not the default setting. Standard conversations use the MTProto method, enabling server-client encryption but with them stored on the server for ease-of-access. This makes using Telegram across multiple devices simple, but also means that the regular Telegram chats you’re having with folks are not as secure as you may believe. Following this, Sebi, in an order passed in January 2022, established that the administrators of a Telegram channel having a large subscriber base enticed the subscribers to act upon recommendations that were circulated by those administrators on the channel, leading to significant price and volume impact in various scrips. "There are a lot of things that Telegram could have been doing this whole time. And they know exactly what they are and they've chosen not to do them. That's why I don't trust them," she said. Telegram boasts 500 million users, who share information individually and in groups in relative security. But Telegram's use as a one-way broadcast channel — which followers can join but not reply to — means content from inauthentic accounts can easily reach large, captive and eager audiences.
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