847 research outputs found

    La rappresentazione dell'invisibile: il sentiment mapping

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    Questo lavoro è il risultato di un’attività inte rdisciplinare: linguistica computazionale ed in particolare le tecniche per l’estrazione automatica di informazioni implicite contenute nei testi (text- mining), la statistica e la geografia. Il fine è la mappatura del sentiment, estratto grazie all’analisi semantica dei documenti distribuiti nella rete: e- mail, sms, post sui blog, ecc. Le applicazioni pratiche possono essere molte, in ambito economi co, marketing, scienze sociali, politiche, di intelligence, ecc.This work is the result of an interdisciplinary activity: computati onal linguistics and in particular techniques for automatic extraction of implicit information contained in the texts (text-mining), statistics and geography. The ai m is the mapping of the sentimen t, extracted through semantic analysis of documents distributed in the network: e-mail, text messages, blog posts, etc.. Practical applications may be many, in economics, marketing, social sciences, political , intelligence, etc.

    Code obfuscation and malware detection by abstract interpretation

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    Non disponibileAn obfuscating transformation aims at confusing a program in order to make it more difficult to understand while preserving its functionality. Software protection and malware detection are two major applications of code obfuscation. Software developers use code obfuscation in order to defend their programs against attacks to the intellectual property, usually called malicious host attacks. In fact, by making the programs more difficult to understand it is possible to obstruct malicious reverse engineering – a typical attack to the intellectual property of programs. On the other side, malware writers usually obfuscate their malicious code in order to avoid detection. In this setting, the ability of code obfuscation to foil most of the existing detection techniques, such as misuse detection algorithms, relies in their purely syntactic nature that makes malware detection sensitive to slight modifications of programs syntax. In the software protection scenario, researchers try to develop sophisticated obfuscating techniques that are able to resist as many attacks as possible. In the malware detection scenario, on the other hand, it is important to design advanced detection algorithms in order to detect as many variants of obfuscated malware as possible. It is clear how both malicious host and malicious code attacks represent harmful threats to the security of computer networks. In this dissertation, we are interested in both security issues described above. In particular, we describe a formal approach to code obfuscation and malware detection based on program semantics and abstract interpretation. This theoretical framework is useful in contrasting some well known drawbacks of software protection through code obfuscation, as well as for improving existing malware detection schemes. In fact, the lack of rigorous theoretical bases for code obfuscation prevents any possibility to formally study and certify their effectiveness in protecting proprietary programs. Moreover, in order to design malware detection schemes that are resilient to obfuscation we have to focus on program semantics rather than on program syntax. Our formal framework for code obfuscation relies on a semantics-based definition of code obfuscation that characterizes each program transformation T as a potential obfuscation in terms of the most concrete property preserved by T on program semantics. Deobfuscating techniques, and reverse engineering in general, usually begin with some sort of static program analysis, which can be specified as an abstraction of program semantics. In the software protection scenario, this observation naturally leads to model attackers as abstractions of program semantics. In fact, the abstraction modeling the attacker expresses the amount of information, namely the semantic properties, that the attacker is able to observe. It follows that, comparing the degree of abstraction of an attacker A with the one of the most concrete property preserved by an obfuscating transformation T, it is possible to understand whether obfuscation T defeats attack A. Following the same reasoning it is possible to compare the efficiency of different obfuscating transformations, as well as the ability of different attackers in contrasting a given obfuscation. We apply our semantics-based framework to a known control code obfuscation technique that aims at confusing the control flow of the original program by inserting opaque predicates. As argued above, an obfuscating transformation modifies a program while preserving an abstraction of its semantics. This means that different obfuscated versions of the same malware have to share (at least) the malicious intent, namely the maliciousness of their semantics, even if they may express it through different syntactic forms. The basic idea of our formal approach to malware detection is to use program semantics to model both malware and program behaviour, and semantic abstractions to hide the details changed by the obfuscation. Thus, given an obfuscation T, we are interested in defining an abstraction of program semantics that does not distinguish between the semantics of malware M and the semantics of its obfuscated version T(M). In particular, we provide this suitable abstraction for an interesting class of commonly used obfuscating transformations. It is clear that, given a malware detector D, it is always possible to define its semantic counterpart by analyzing how D works on program semantics. At this point, by translating both malware detectors and obfuscating transformations in the semantic world, we are able to certify which obfuscations a detector is able to handle. This means that our semanticsbased framework provides a formal setting where malware detectors designers can prove the efficiency of their algorithms

    Le miroir convexe : La contribution de Christian Biet aux séminaires Balmas

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    L’étude analyse les contributions de Christian Biet aux séminaires Balmas, des colloques littéraires que l’université de Milan organise régulièrement, à Gargnano au bord du lac de Garde. Le miroir convexe – une métaphore que Biet a lui-même utilisée au séminaire de 2003 – devient un outil précieux pour reconnaître dans ses différentes contributions une méthode d’investigation, un point de vue singulier qui remet le public et son actualité au centre de toute interrogation critique

    PREDA: An R-package to identify regional variations in genomic data

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    Chromosomal patterns of genomic signals represent molecular ngerprints that may reveal how the local structural organization of a genome impacts the functional control mechanisms. Thus, the integrative analysis of multiple sources of genomic data and information deepens the resolution and enhances the interpretation of stand-alone high-throughput data. In this note, we present PREDA (Position RElated Data Analysis), an R package for detecting regional variations in genomics data. PREDA identies relevant chromosomal patterns in high-throughput data using a smoothing approach that accounts for distance and density variability of genomics features. Custom-designed data structures allow efciently managing diverse signals in different genomes. A variety of smoothing functions and statistics empower exible and robust workows. The modularity of package design allows an easy deployment of custom analytical pipelines. Tabular and graphical representations facilitate downstream biological interpretation of results. © The Author 2011. Published by Oxford University Press. All rights reserved

    The Hegemonic Gaze and East-Central Europe - Challenging the Totalitarian Paradigm

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    The chapter introduces the notion of the "hegemonic gaze" in relation to the representation of East-Central Europe, demonstrating how the artist becomes interpellated as a regional subject, becoming simultaneously included and othered. It begins by examining the complexities involved in defining the region and the power dynamics involved in naming and being named. The author argues that different terms produce specific subject positions, reinforcing certain narratives about the region and foregrounding the end of communism and the failure of the socialist project. Through the lens of Stuart Hall's theory of encoding and decoding, the chapter explores how exhibitions and artworks depicting socialist monuments and architecture often become simplified and reinterpreted within the global art discourse. The author shows how the ‘‘hegemonic gaze’’ reinforces existing narratives and imposes meanings. Despite artists' efforts to engage with the complexities of the past, their work is often interpellated within predetermined frameworks that limit its interpretation

    PENGARUH PEMBERIAN FORMULA PREDA DAN TEMPE TERHADAP LAMA PENYAKIT DIARE AKUT PADA ANAK USIA 6-24 BULAN Studi di RSU RA. Kartini Kabupaten Jepara Tahun 2010 THE EFFECT OF PREDA AND TEMPE (SOYBEAN CAKE) FORMULA ON THE DURATION OF ACUTE DIARRHOEA IN IN 6-24 MONTHS OLD CHILDREN A Study in RA. Kartini General Hospital, Jepara

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    ABSTRAK PENGARUH PEMBERIAN FORMULA PREDA DAN TEMPE TERHADAP LAMA PENYAKIT DIARE AKUT PADA ANAK USIA 6-24 BULAN Studi di RSU RA. Kartini Kabupaten Jepara Tahun 2010 SRI YUNIATI HARTININGRUM Latar Belakang: Kejadian diare masih cukup tinggi, tiap anak dapat menderita diare 2-8 kali pertahun dengan angka kematian 5 per 1000 Balita pertahun. Penderita diare membutuhkan diet yang adekuat. Tempe dapat memperpendek lama penyakit diare. Formula Preda juga dapat digunakan diet penyakit diare. Berdasarkan permasalahan yang ada peneliti tertarik ingin membandingkan efektifitas penggunanan formula Preda dan tempe untuk penanganan diare. Tujuan: Mengetahui perbedaan pengaruh pemberian formula Preda dan tempe terhadap lama penyakit diare akut anak usia 6-24 bulan di RSU RA Kartini Kabupaten Jepara. Metode Penelitian: Jenis penelitian ini adalah eksperimen dengan rancangan penelitiannya pre-experiment dengan design Static group comparison design. Populasinya semua penderita penyakit diare pada anak usia 6-24 bulan yang dirawat di RSU RA. Kartini Kabupaten Jepara. Sampel diambil secara accidental dari bulan Januari - Pebruari 2010 sebanyak 25 dengan jenis perlakuan formula Preda dan 25 dengan tempe. Data diperoleh melalui kuesioner dan wawancara meliputi karakteristik subjek dan ibu serta pemberian ASI. BB dan PB. Analisis yang digunakan adalah Independen T-Test, uji Mann-Whitney , uji chi square dan Anakova. Hasil: Tidak terdapat perbedaan pemberian ASI, jenis penyebab diare dan status gizi awal (BB/PB) berdasarkan jenis perlakuan (p1= 0,525, p2= 0,281, p3= 0,132). Terdapat perbedaan jumlah formula yang dikonsumsi berdasarkan jenis perlakuan (p= 0,025*). Lama penyakit diare pada formula Preda dan tempe adalah 5 hari dan 4,2 hari, menunjukkan terdapat perbedaan yang bermakna lama penyakit diare dengan jenis perlakuan (p= 0,010*). Simpulan : Formula tempe dapat dipakai sebagai pengganti formula Preda pada anak dengan penyakit diare akut. Kata Kunci : Formula Preda, tempe , diare akut. Kepustakaan : 61 ( 1990-2010 ) ABSTRACTS THE Effect of Preda and Tempe (Soybean Cake) Formula on the Duration of Acute Diarrhoea in 6-24 Months Old Children A Study in RA. Kartini Hospital, Jepara Sri Yuniati Hartiningrum Backgrounds : The occurrence of diarrea is still high enough, every child which suffer from diarrhea 2-8 time a year with mortality rate of 5 death in every 1000 under-five-years-old children. Patients with diarrhoea needs adequate diet which at present are given Preda formula in RSU RA Kartini. Soybean cake were reparted to reduce the duration of diarrhoea. Purposes : To analyze the different effect of Preda formula and soybean cake formula on the duration of acute diarrhoea in 6-24 monhs old children in RA. Kartini General Hospital, Jepara. Method of Study : The study was an experimental study with Static group comparison design. The population of the study were the entire 6-24 months children with diarrhoea underwent treatment in RA. Kartini Hospital. Sample were collected using accidental method between Januari-February 2010. Consisting of 25 samples for Preda as well as for soybean cake treatment. Data were obtained using quetionnaire and interview, consisting of characteristic of subjects and their mothers breasfeeding, weight and height. Independent t-test, mann-Whitney test, Chi square test and Anacova were used in the data analysis. Results : There were no difference in breastfeeding, type of cause of diarrhoea based on type and nutritional status between both groups (p1= 0,525, p2= 0,281, p3= 0,132). There was difference in the amount of formula consumed (p= 0,025*). The duration of diarrhoea in Preda formula and soybean cake group were 4,95 and 4,21 days respectively, which indicates a significant difference (p= 0,010*) Conclusion : Soybean cake formula could be used as a subtitute for Preda formula in children with acute diarrhea. Keywords : Preda formula, soybean cake and acute diarrhoea Bibliography : 61 (1990 – 2010

    Adversarial Authorship Attribution in Open-Source Projects

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    Open-source software is open to anyone by design, whether it is a community of developers, hackers or malicious users. Authors of open-source software typically hide their identity through nicknames and avatars. However, they have no protection against authorship attribution techniques that are able to create software author profiles just by analyzing software characteristics. In this paper we present an author imitation attack that allows to deceive current authorship attribution systems and mimic a coding style of a target developer. Withing this context we explore the potential of the existing attribution techniques to be deceived. Our results show that we are able to imitate the coding style of the developers based on the data collected from the popular source code repository, GitHub. To subvert author imitation attack, we propose a novel author obfuscation approach that allows us to hide the coding style of the author. Unlike existing obfuscation tools, this new obfuscation technique uses transformations that preserve code readability. We assess the effectiveness of our attacks on several datasets produced by actual developers from GitHub, and participants of the GoogleCodeJam competition. Throughout our experiments we show that the author hiding can be achieved by making sensible transformations which significantly reduce the likelihood of identifying the author’s style to 0% by current authorship attribution systems
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