Android Malware Detection Based on RGB Images
and Multi-feature Fusion
Zhiqiang Wang *
Department of Cyberspace Security,
Beijing Electronic Science and
Technology Institute
Beijing, China

Abstract—With the widespread adoption of smartphones, Android malware has become a significant challenge in the field of mobile device security. Current Android malware detection methods often rely on feature engineering to construct dynamic or static features, which are then used for learning. However, static feature\-based methods struggle to counter code obfuscation, packing, and signing techniques, while dynamic feature\-based methods involve time\-consuming feature extraction. Image\-based methods for Android malware detection offer better resilience against malware variants and polymorphic malware. This paper proposes an end\-to\-end Android malware detection technique based on RGB images and multi\-feature fusion.

#Malware #MalwareDetection #Research #Analysis #RGB

And another one

https://consortiumnews.com/2024/08/28/acclaimed-journalist-charged-with-anti-semitism/

Alexander Gelyevich DUGIN on the arrest of Durov:"Pavel Durov has been arrested in Paris. This is the final proof that no one will be able to maintain neutrality during a total world war. There are two irreconcilable worlds that have turned against each other. Us and them. And there is an abyss between us. Dual citizenship, blurred loyalties, maneuvering between camps - all this is in the past. Either with us or against us. Durov flew to Baku, I believe, to negotiate with Putin about his return. But he underestimated the seriousness of the situation and did not surrender unconditionally. But this was enough for the West to immediately slap him down.
However, the internal front is also open in the West itself. Elon Musk with his x.com, which is banned in the Russian Federation, is about to find himself in a similar situation. The globalists have moved to an openly totalitarian policy: whoever is not with them is against them (and according to their logic, for Russia). And since networks and information flows play a key role in modern warfare, the first victims of an irreconcilable split are precisely those who possess such a resource."

"What will happen to Telegram now? Most likely, this is the end. Macron and the liberal Gestapo will demand that the keys and codes from TG be handed over. The price of freedom. If Durov agrees, and so far he has been playing right-wing libertarianism in the spirit of Elon Musk and has not agreed, TG will be closed in the Russian Federation. If he does not agree, he will be jailed like Assange. And then TG will be finished altogether."

"He who owns the networks and media is sovereign."

@Slavyangrad

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I see only two possible outcomes after Pavel Durov's arrest. Either Pavel Durov cooperates with EU/NATO or the platform will be banned altogether. When you are facing a very lengthy sentence for crimes that any user of your platform could have committed (the list is endless), the possibility that you will cave in is almost a certainty. Under the Orwellian Digital Services Act adopted by the EU in 2022, key requirements include disclosing to regulators how the platform algorithms work, removing content deemed illegal or any content that EU-funded "fact-checkers" deem inappropriate. Think of what falls foul of Facebook "community rules" and you get a pretty good idea of what kind of content will be censored. Of course Durov will have to provide a backdoor and encryption keys to Western intelligence services and the police. @LauraRuHK https://eur-lex.europa.eu/legal-content/EN/TXT/?toc=OJ%3AL%3A2022%3A277%3ATOC&uri=uriserv%3AOJ.L_.2022.277.01.0001.01.ENG

?? Russian authorities instruct to delete all sensitive data on Telegram , expecting @durov to give Western services access to user identities and message content.

This applies to all security services, government services, all the highest military officials, all the most important businessmen. Other categories of people will receive the same instructions from the beginning of the week.
https://t.me/bbbreaking/188733

"What is the main point of the Durov case?
That all those who are in the habit of using Telegram for sensitive conversations and correspondences should delete these correspondences from now on and not initiate them in the future.
Because they kidnapped him to get the keys to Telegram. And he will give them away. "
https://t.me/margaritasimonyan/14190

@ZZ_0Z_Z0ZZ_fr
#PavelDurov #Telegram #France #Nato #Censorship #BigBrother

Telegram

Раньше всех. Ну почти.

***⚡️***Российским чиновникам пришло поручение удалить служебные переписки в Telegram По данным источников «Базы», такое поручение пришло сотрудникам ряда силовых ведомств, а также чиновникам администрации президента и Правительства России. Кроме того, по словам…

Sci | Free Full-Text | Net Isotopic Signature of Atmospheric CO2 Sources and Sinks: No Change since the Little Ice Age

https://www.mdpi.com/2413-4155/6/1/17
#ClimateHoax #ClimateScam #ClimateAgenda #Weather #Climate

"??? "Civilians" settlers of the Zionist entity wanted to show that they have a peaceful life and no one is worried about the war and the Iranian attack.

However, what they have definitely shown is that all their "civilians", including girls, are walking the streets with M4. Have you seen in any country in the world where every "civilian" is armed and walks around in regular clothes with a machine gun at the ready. And then they tell us fairy tales about Hamas killing civilians.

What civilians? Settlers, colonizers, living in occupied lands, all armed, all past service and their task is the occupation of our land. So how can occupiers and invaders, literally living in our homes, be "peaceful"?..."
https://t.me/voiceofpalestine/32501

Telegram

Голос Палестины | صوت فلسطين 🇵🇸

***🔫******🇮🇱***"Мирные жители" поселенцы сионистского образования, хотели показать, что у них спокойная жизнь и никто не переживает из за войны и атаки Ирана. Однако, что они точно показали, так это то, что всех их "гражданские", в том числе девушки, ходят по улицам…