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Malware detectors trained on one dataset often stumble on another
helpnetsecurity82d ago

Malware detectors trained on one dataset often stumble on another

Machine learning models built to catch malware on Windows systems are typically evaluated on data that closely resembles their training set. In practice, the malware arriving on enterprise endpoints looks different, comes from different sources, and in many cases has been deliberately obfuscated to evade detection. A study from researchers at the Polytechnic of Porto tests what happens when that gap is made explicit, and the results have direct implications for organizations relying on static ... More → The post Malware detectors trained on one dataset often stumble on another appeared first on Help Net Security .

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SHIPPING TIMES | Doulos Hope arrives in Capital
fijitimes82d ago

SHIPPING TIMES | Doulos Hope arrives in Capital

THE floating book fair, Doulos Hope, currently berthed at Suva port, will officially be opened to the public from today until April 26. This will offer locals the chance to visit the vessel’s library, aimed at promoting literacy, education and cultural exchange. Her visit is more than just a ship visit. It reflects commitment to [...] The post SHIPPING TIMES | Doulos Hope arrives in Capital appeared first on The Fiji Times .

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Icaros Shell Extensions 3.3.4
neowin82d ago

Icaros Shell Extensions 3.3.4

Icaros Shell Extensions 3.3.4 by Razvan Serea Icaros is a collection of lightweight, high quality, Windows Shell Extensions. Icaros can provide Windows Explorer thumbnails, for essentially any video media format supported by FFmpeg, this includes popular filetypes such as: Mkv, Flv, Avi, Mp4, Mov, Rmvb, M2ts, Ogm etc. Besides the FFmpeg supported filetypes, Icaros also contains custom parsers, which can produce Cover Art thumbnails for Mkv, Flac, Ape, Mpc and several other filetypes. Icaros also provides Windows Explorer properties for the following popular filetypes: Mkv, Mk3d, Mp4, Mov, Webm, Ogm, Ogg, Flv, Avi, Rm, Rmvb, Flac, Opus, Spx, Ape, Mp3, Mpc, Mka, Tak, Tta, Ofr, Wav and more. Properties refer to the info shown for each file in Explorer, such as length, width, height, title, channels and so on. Icaros works on Vista, Windows 7, Windows 8/8.1, Windows 10 and Windows 11. Icaros 3.0.3 and previous versions works partially on Windows XP (SP2+) (Thumbnails only). Icaros Shell Extensions 3.3.4 changelog: Added more MKV tags and improved handling of Title, Artist and Part Number tags Added TGA and HDR to the presets Added MXF as a default file format Fixed thumbnailing of AVIF files with auxiliary data layers Fixed thumbnailing of certain HEIC files Fixed thumbnailing of MOV/MP4 files with encrypted streams MKV files now shows the full date for the "Date released" property instead of just the year Only show the Album Artist on MKA files. In MKV files use Artist field instead. Added Czech localization (Thank you John Peri! ^__^) Updated German localization (Thank you Klaus Luppert! ^__^) Updated Japanese localization (Thank you taka! ^__^) Updated Dav1d to 1.5.2 Updated GCC Updated FFmpeg Download: Icaros Shell Extensions 3.3.4 | 12.7 MB (Freeware) Download: Portable Icaros 3.3.4 View: Icaros Shell Extension Home Page | Screenshots 1 | 2 Get alerted to all of our Software updates on Twitter at @NeowinSoftware

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BYDFi Marks 6th Anniversary with Month-Long Celebration, Built for Reliability
prnewswire_apac82d ago

BYDFi Marks 6th Anniversary with Month-Long Celebration, Built for Reliability

VICTORIA, Seychelles, April 1, 2026 /PRNewswire/ -- Global crypto trading platform BYDFi will mark its 6th anniversary with a month-long celebration beginning on April 1, 2026, highlighting BYDFi's evolution into an all-in-one crypto trading platform built on a CEX + DEX dual-engine model....

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