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WebThe Best Antivirus Deals This Week*. Bitdefender Internet Security. (Opens in a new window) — $32.99 for 3 Devices on 1 Year Plan (List Price $84.99) Norton AntiVirus Plus. (Opens in a new ... Ember (Endgame Malware BEnchmark for Research) is an open source collection of 1.1 million portable executable file (PE file) sha256 hashes that were scanned by VirusTotal sometime in 2024. The dataset includes metadata, derived features from the PE files, and a benchmark model trained on those features. See more The 1.1 million samples include 900K training samples (300K malicious, 300K benign, 300K unlabeled) and 200K test samples (100K … See more The benchmark ember model is a gradient boosted decision tree (GBDT) trained with LightGBM with default model parameters. The performance of … See more Despite this ease of use, we have to advise against using the ember model as your antivirus engine. This is a research model and not a production model like Endgame … See more WebAVG AntiVirus FREE doesn’t stop just computer viruses — it stops all kinds of malware, while protecting against a wide range of other online threats like phishing and Wi-Fi intruders. AVG AntiVirus FREE scans for and … elisabetta tasca serena facts about her