Grupoed2kMagazine<p>Real-time botnet detection on large network bandwidths using machine learning</p><p><a href="https://tkz.one/tags/Botnets" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Botnets</span></a> are one of the most harmful <a href="https://tkz.one/tags/cyberthreats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cyberthreats</span></a>, that can perform many types of <a href="https://tkz.one/tags/cyberattacks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cyberattacks</span></a> and cause billionaire losses to the global economy. Nowadays, vast amounts of network traffic are generated every second, hence manual analysis is impossible. To be effective, automatic botnet detection should be done as fast as possible, but carrying this out is difficult in large bandwidths. To handle this problem, we propose an approach that is capable of carrying out an ultra-fast network analysis (i.e. on windows of one second),</p><p>Article<br>Open access<br>Published: 15 March 2023</p><p><a href="https://tkz.one/tags/ComputationalScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputationalScience</span></a> </p><p><a href="https://tkz.one/tags/Share" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Share</span></a> this article <br>Anyone you share the following link with will be able to read this content:</p><p><a href="https://rdcu.be/exVLd" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">rdcu.be/exVLd</span><span class="invisible"></span></a></p><p>Download PDF<br><a href="https://www.nature.com/articles/s41598-023-31260-0.pdf" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">nature.com/articles/s41598-023</span><span class="invisible">-31260-0.pdf</span></a></p>
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Europe Says<p><a href="https://www.europesays.com/2210654/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">europesays.com/2210654/</span><span class="invisible"></span></a> The data visualization and intelligent text analysis for effective evaluation of English language teaching <a href="https://pubeurope.com/tags/AppliedMathematics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AppliedMathematics</span></a> <a href="https://pubeurope.com/tags/ComputationalScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputationalScience</span></a> <a href="https://pubeurope.com/tags/COMPUTERSCIENCE" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>COMPUTERSCIENCE</span></a> <a href="https://pubeurope.com/tags/Data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Data</span></a> <a href="https://pubeurope.com/tags/DataVisualizationAnalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataVisualizationAnalysis</span></a> <a href="https://pubeurope.com/tags/EffectEvaluation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EffectEvaluation</span></a> <a href="https://pubeurope.com/tags/EnglishLanguageTeaching" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EnglishLanguageTeaching</span></a> <a href="https://pubeurope.com/tags/EnsembleLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EnsembleLearning</span></a> <a href="https://pubeurope.com/tags/HumanitiesAndSocialSciences" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HumanitiesAndSocialSciences</span></a> <a href="https://pubeurope.com/tags/InformationTechnology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>InformationTechnology</span></a> <a href="https://pubeurope.com/tags/IntelligentTextAnalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>IntelligentTextAnalysis</span></a> <a href="https://pubeurope.com/tags/MathematicsAndComputing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MathematicsAndComputing</span></a> <a href="https://pubeurope.com/tags/multidisciplinary" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>multidisciplinary</span></a> <a href="https://pubeurope.com/tags/PureMathematics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PureMathematics</span></a> <a href="https://pubeurope.com/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>science</span></a> <a href="https://pubeurope.com/tags/ScientificData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ScientificData</span></a> <a href="https://pubeurope.com/tags/Software" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Software</span></a> <a href="https://pubeurope.com/tags/statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statistics</span></a></p>
Climatematch<p>We're seeking <a href="https://neuromatch.social/tags/volunteer" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>volunteer</span></a> reviewers for the <a href="https://neuromatch.social/tags/ImpactScholars" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ImpactScholars</span></a> Program; a global initiative supporting early-career <a href="https://neuromatch.social/tags/ComputationalScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputationalScience</span></a> researchers.</p><p>We need your help to assess short research plans submitted involving computational tools for <a href="https://neuromatch.social/tags/ClimateScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ClimateScience</span></a>. </p><p>🗓️ Reviews take place between Sept 3–17<br>⏱️ ~5 hrs/week with a review rubric provided</p><p>Your time can help share someone’s scientific journey! Learn more and sign up to volunteer: <a href="https://buff.ly/3XZ8gqv" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">buff.ly/3XZ8gqv</span><span class="invisible"></span></a> </p><p><a href="https://neuromatch.social/tags/OpenScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenScience</span></a> <a href="https://neuromatch.social/tags/VolunteerOpportunity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>VolunteerOpportunity</span></a></p>
Neuromatch<p>Big year. Bigger impact.<br>Last year, Neuromatch supported 2,000 students across 100+ countries and made a huge impact! The Neuromatch 2024 Impact Report is out and you can read it here: <a href="https://buff.ly/gsnzRS0" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">buff.ly/gsnzRS0</span><span class="invisible"></span></a> </p><p><a href="https://neuromatch.social/tags/Neuromatch" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuromatch</span></a> <a href="https://neuromatch.social/tags/ImpactReport" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ImpactReport</span></a> <a href="https://neuromatch.social/tags/ComputationalScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputationalScience</span></a> <a href="https://neuromatch.social/tags/GlobalEducation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GlobalEducation</span></a></p>
Neuromatch<p>Neuromatch was proud to attend <a href="https://neuromatch.social/tags/SONA2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SONA2025</span></a> and host a booth at the Society of Neuroscientists of Africa conference in Marrakesh, Morocco. We left energized by the depth of innovation and powerful conversations around building a more inclusive future for neuroscience.</p><p><a href="https://neuromatch.social/tags/GlobalNeuroscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GlobalNeuroscience</span></a> <a href="https://neuromatch.social/tags/Neuroscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuroscience</span></a> <a href="https://neuromatch.social/tags/NeuroscienceConference" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NeuroscienceConference</span></a> <a href="https://neuromatch.social/tags/AfricanNeuroscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AfricanNeuroscience</span></a> <a href="https://neuromatch.social/tags/Neuromatch" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuromatch</span></a> <a href="https://neuromatch.social/tags/OpenScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenScience</span></a> <a href="https://neuromatch.social/tags/NeuroAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NeuroAI</span></a> <a href="https://neuromatch.social/tags/MentalHealthAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MentalHealthAI</span></a> <a href="https://neuromatch.social/tags/ComputationalScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputationalScience</span></a></p>
Neuromatch<p>With 11,000+ graduates across 120+ countries, Neuromatch is committed to open education, global career development, and amplifying the leadership of LMIC scientists in field building.</p><p>✨ Let’s keep building this future together. Join our community today: <a href="https://neuromatch.io/mailing-list/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">neuromatch.io/mailing-list/</span><span class="invisible"></span></a> </p><p><a href="https://neuromatch.social/tags/GlobalNeuroscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GlobalNeuroscience</span></a> <a href="https://neuromatch.social/tags/Neuroscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuroscience</span></a> <a href="https://neuromatch.social/tags/NeuroscienceConference" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NeuroscienceConference</span></a> <a href="https://neuromatch.social/tags/AfricanNeuroscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AfricanNeuroscience</span></a> <a href="https://neuromatch.social/tags/Neuromatch" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuromatch</span></a> <a href="https://neuromatch.social/tags/OpenScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenScience</span></a> <a href="https://neuromatch.social/tags/NeuroAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NeuroAI</span></a> <a href="https://neuromatch.social/tags/MentalHealthAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MentalHealthAI</span></a> <a href="https://neuromatch.social/tags/ComputationalScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputationalScience</span></a></p>
Neuromatch<p>Two key takeaways stood out at <a href="https://neuromatch.social/tags/SONA2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SONA2025</span></a>:<br>➡️ Open-access datasets from Africa are emerging. But barriers to broader data sharing remain.<br>➡️ Equitable, collaborative partnerships between high- and low-income research communities are essential to global progress.</p><p><a href="https://neuromatch.social/tags/GlobalNeuroscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GlobalNeuroscience</span></a> <a href="https://neuromatch.social/tags/Neuroscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuroscience</span></a> <a href="https://neuromatch.social/tags/NeuroscienceConference" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NeuroscienceConference</span></a> <a href="https://neuromatch.social/tags/AfricanNeuroscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AfricanNeuroscience</span></a> <a href="https://neuromatch.social/tags/Neuromatch" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuromatch</span></a> <a href="https://neuromatch.social/tags/OpenScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenScience</span></a> <a href="https://neuromatch.social/tags/NeuroAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NeuroAI</span></a> <a href="https://neuromatch.social/tags/MentalHealthAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MentalHealthAI</span></a> <a href="https://neuromatch.social/tags/ComputationalScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputationalScience</span></a></p>
Neuromatch<p>Neuromatch is at the Society of Neuroscientists of Africa conference! <a href="https://neuromatch.social/tags/SONA2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SONA2025</span></a> </p><p>Stop by the booth to grab some stickers, scan the QR code to join our community, and chat about open education, mental health & AI, or just good science!</p><p><a href="https://neuromatch.io/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">neuromatch.io/</span><span class="invisible"></span></a> </p><p><a href="https://neuromatch.social/tags/Neuroscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuroscience</span></a> <a href="https://neuromatch.social/tags/ComputationalScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputationalScience</span></a></p>
Dave Muth<p>Thank you! Applied Math is tops!</p><p><a href="https://mas.to/tags/AppliedMath" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AppliedMath</span></a> <a href="https://mas.to/tags/Statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Statistics</span></a> <a href="https://mas.to/tags/ComputationalScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputationalScience</span></a> <a href="https://mas.to/tags/DataVisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataVisualization</span></a> <a href="https://mathstodon.xyz/@DonEstep/113500891844443887" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">mathstodon.xyz/@DonEstep/11350</span><span class="invisible">0891844443887</span></a></p>
Konrad Hinsen<p>New paper out: The Nature of Computational Models<br><a href="https://doi.org/10.1109/MCSE.2023.3286250" rel="nofollow noopener" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.1109/MCSE.2023.3286</span><span class="invisible">250</span></a></p><p>Preprint: <a href="https://hal.science/hal-04148865" rel="nofollow noopener" target="_blank"><span class="invisible">https://</span><span class="">hal.science/hal-04148865</span><span class="invisible"></span></a></p><p><a href="https://scholar.social/tags/ComputationalScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputationalScience</span></a></p><p>Computational models lie at the heart of computational science, yet few scientists have a clear idea of what a computational model actually is. I argue that in the most general case, computational models are formal specifications. I explain the relations between specifications, algorithms, software, and mathematical functions and equations, and I discuss examples.</p>
Andreas Kröpelin<p>Hi, I'm Andreas and this is my <a href="https://bayes.club/tags/introduction" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>introduction</span></a> .</p><p>I'm a <a href="https://bayes.club/tags/PhD" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PhD</span></a> student from Jena, Germany, working on computational structural biology. My background is in <a href="https://bayes.club/tags/bioinformatics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bioinformatics</span></a> and <a href="https://bayes.club/tags/computationalscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>computationalscience</span></a> and I am passionate for mathematical <a href="https://bayes.club/tags/modelling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>modelling</span></a> , <a href="https://bayes.club/tags/programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>programming</span></a> and <a href="https://bayes.club/tags/scicomm" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>scicomm</span></a> . I prefer <a href="https://bayes.club/tags/julialang" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>julialang</span></a> and <a href="https://bayes.club/tags/rust" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rust</span></a> when implementing my ideas.</p><p>Some random trivia: My favourite...<br>... composer: Chopin<br>... sport: rowing<br>... font: Source Serif</p>
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