@article {18552,
	title = {TaintHLS: High-Level Synthesis For Dynamic Information Flow Tracking},
	journal = {IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems},
	year = {In Press},
	doi = {10.1109/TCAD.2018.2834421},
	author = {Pilato, Christian and Garg, Siddharth and Wu, Kaijie and Karri, Ramesh and Regazzoni, Francesco}
}
@article {18568,
	title = {Towards Low Energy Stream Ciphers},
	journal = {IACR Transactions on Symmetric Cryptology},
	year = {In Press},
	author = {Banik, Subhadeep and Mikhalev, Vasily and Armknecht, Frederik and Isobe, Takanori and Meier, Willi and Bogdanov, Andrey and Watanabe, Yuhei and Regazzoni, Francesco}
}
@conference {18595,
	title = {Power and Performance Optimized Hardware Classifiers for Eefficient On-device Malware Detection},
	booktitle = {Cryptography and Security in Computing Systems},
	year = {2019},
	month = {01/2019},
	publisher = {ACM},
	organization = {ACM},
	address = {Valencia, Spain},
	author = {Wahab, Muhammad Abdul and Milosevic, Jelena and Regazzoni, Francesco and Ferrante, Alberto}
}
@conference {18592,
	title = {Arbon Demonstrator Eye-on-the-Grid, from Concept to Results},
	booktitle = {SCCER-FURIES Annual Conference},
	year = {2018},
	month = {12/2018},
	url = {https://sccer-furies.epfl.ch/wp-content/uploads/2019/01/Arbon-demo-FURIES-Annual-meeting.pdf},
	author = {Lukovi{\'c}, Slobodan and Gasparin, Alberto and Witzig, Jens and Herbst, Ingo}
}
@article {18540,
	title = {A Kolmogorov-Smirnov Test to Detect Changes in Stationarity in Big Data},
	journal = {IFAC-PapersOnLine},
	volume = {50},
	year = {2017},
	pages = {14260 - 14265},
	abstract = {The paper proposes an effective change detection test for online monitoring data streams by inspecting the least squares density difference (LSDD) features extracted from two non-overlapped windows. The first window contains samples associated with the pre-change probability distribution function (pdf) and the second one with the post-change one (that differs from the former if a change in stationarity occurs). This method can detect changes by also controlling the false positive rate. However, since the window sizes is fixed after the test has been configured (it has to be small to reduce the execution time), the method may fail to detect changes with small magnitude which need more samples to reach the requested level of confidence. In this paper, we extend our work to the Big Data framework by applying the Kolmogorov-Smirnov test (KS test) to infer changes. Experiments show that the proposed method is effective in detecting changes.},
	keywords = {change detection test, KS test, LSDD},
	issn = {2405-8963},
	doi = {https://doi.org/10.1016/j.ifacol.2017.08.1821},
	url = {http://www.sciencedirect.com/science/article/pii/S2405896317324436},
	author = {Zhao, Dongbin and Bu, Li and Alippi, Cesare and Wei, Qinglai}
}
@conference {18513,
	title = {An improved Hilbert-Huang Transform for non-linear and time-variant signals},
	booktitle = {26th Italian Workshop on Neural Networks (WIRN 2016)},
	year = {2016},
	month = {05/2016},
	pages = {1-8},
	address = {Vietri sul Mare, Salerno, Italy},
	abstract = {Learning in non-stationary/evolving environments requires methods able to process and deal with non-stationary streams. In this paper we propose a novel algorithm providing a time-frequency decomposition
of time-variant signals. Outcoming signals can be used to identify anomalous events/patterns or extract features associated with the time variance of the signal, precious information for any consequent learning
action. The paper extends the Hilbert-Huang Transform notoriously used to deal with time-variant signals by introducing (i) a new Empirical Mode Decomposition that identies the number of frequency modes of
the signal and (ii) an extension of the Hilbert Transform that eliminates negative frequency-values in the time-frequency spectrum. The effectiveness of the proposed Transform has been tested on both synthetic and real time-variant signals acquired by a real-world intelligent system for landslide monitoring.
},
	author = {Alippi, Cesare and Wen, Qi and Roveri, Manuel}
}
@article {18543,
	title = {Model Complexity, Regularization, and Sparsity [Guest Editorial]},
	year = {2016},
	keywords = {Adaptation models, Computational complexity, machine learning, Sparse matrices, Special issues and sections},
	doi = {10.1109/MCI.2016.2602071},
	author = {Alippi, Cesare and Boracchi, Giacomo and Wohlberg, Brendt}
}
@conference {18489,
	title = {Secure architectures of future emerging cryptography},
	booktitle = {International Conference on Computing Frontiers CF{\textquoteright}16},
	series = {Proceedings of the ACM International Conference on Computing Frontiers},
	year = {2016},
	month = {05/2016},
	pages = {315-322},
	publisher = {ACM New York},
	organization = {ACM New York},
	address = {Como, italy},
	abstract = {Funded under the European Union{\textquoteright}s Horizon 2020 research and innovation programme, SAFEcrypto will provide a new generation of practical, robust and physically secure post-quantum cryptographic solutions that ensure long-term security for future ICT systems, services and applications. The project will focus on the remarkably versatile field of Lattice-based cryptography as the source of computational hardness, and will deliver optimised public key security primitives for digital signatures and authentication, as well identity based encryption (IBE) and attribute based encryption (ABE). This will involve algorithmic and design optimisations, and implementations of lattice-based cryptographic schemes addressing cost, energy consumption, performance and physical robustness. As the National Institute of Standards and Technology (NIST) prepares for the transition to a post-quantum cryptographic suite B, urging organisations that build systems and infrastructures that require long-term security to consider this transition in architectural designs; the SAFEcrypto project will provide Proof-of-concept demonstrators of schemes for three practical real-world case studies with long-term security requirements, in the application areas of satellite communications, network security and cloud. The goal is to affirm Lattice-based cryptography as an effective replacement for traditional number-theoretic public-key cryptography, by demonstrating that it can address the needs of resource-constrained embedded applications, such as mobile and battery-operated devices, and of real-time high performance applications for cloud and network management infrastructures},
	keywords = {identity based encryption, lattice-based cryptography, physical attacks, public-key cryptography},
	isbn = {978-1-4503-4128-8},
	doi = {10.1145/2903150.2907756},
	url = {http://doi.acm.org/10.1145/2903150.2907756},
	author = {O{\textquoteright}Neill, Maire and O{\textquoteright}Sullivan, Elizabeth and McWilliams, Gavin and Saarinen, Markku-Juhani and Moore, Ciara and Khalid, Ayesha and Howe, James and Del Pino, Rafael and Abdalla, Michel and Regazzoni, Francesco and Valencia, Andres Felipe and G{\"u}neysu, Tim and Oder, Tobias and Waller, Adrian and Jones, Glyn and Barnett, Anthony and Griffin, Robert and Byrne, Andrew and Ammar, Bassem and Lund, David}
}
@conference {18165,
	title = {ExCovery {\textendash} A Framework for Distributed System Experiments and a Case Study of Service Discovery},
	booktitle = {28th International Parallel \& Distributed Processing Symposium, Workshops and Phd Forum (IPDPSW)},
	year = {2014},
	month = {05/2014},
	publisher = {IEEE Computer Society},
	organization = {IEEE Computer Society},
	address = {Phoenix, AZ, USA},
	abstract = {Experiments are a fundamental part of science. They are needed when the system under evaluation is too complex to be analytically described and they serve to empirically validate hypotheses. This work presents the experimentation framework <i>ExCovery</i> for dependability analysis of distributed processes. It provides concepts that cover the description, execution, measurement and storage of experiments. These concepts foster transparency and repeatability of experiments for further sharing and comparison. <i>ExCovery</i> has been tried and refined in a manifold of dependability related experiments during the last two years. A case study is provided to describe service discovery as experiment process. A working prototype for IP networks runs on the Distributed Embedded System (DES) wireless testbed at the Freie Universit{\"a}t Berlin.},
	keywords = {Distributed Systems, Experiment Framework, Experiments, Tool Description},
	isbn = {978-1-4799-4116-2/14},
	doi = {10.1109/IPDPSW.2014.147},
	url = {http://andreas-dittrich.eu/2014/03/excovery},
	author = {Dittrich, Andreas and Wanja, Stefan and Malek, Miroslaw}
}
@conference {18468,
	title = {(THOR) - The hardware onion router},
	booktitle = {24th International Conference on Field Programmable Logic and Applications, (FPL) 2014},
	year = {2014},
	month = {09/2014},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Munich, Germany},
	abstract = {Security and privacy of data traversing internet have always been a major concern for all users. In this context, The Onion Routing (Tor) is the most successful protocol to anonymize global Internet traffic and is widely deployed as software on many personal computers or servers. In this paper, we explore the potential of modern reconfigurable devices to efficiently realize the Tor protocol on embedded devices. In particular, this targets the acceleration of the complex cryptographic operations involved in the handshake of routing nodes and the data stream encryption. Our hardware-based implementation on the Xilinx Zynq platform outperforms previous embedded solutions by more than a factor of 9 with respect to the cryptographic handshake - ultimately enabling quite inexpensive but highly efficient routers. Hence, we consider our work as a further milestone towards the development and the dissemination of low-cost and high performance onion relays that hopefully ultimately leads again to a more private Internet.},
	keywords = {cyptographic protocol, encryption, hardware, onion routing protocol, security, THOR},
	url = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6913605},
	author = {G{\"u}neys, Tim and Regazzoni, Francesco and Sasdrich, Pascal and Wojcik, Marcin}
}
@conference {17768,
	title = {Characterization of In-tunnel Distance Measurements for Vehicle Localization},
	booktitle = {IEEE Wireless Communications and Networking Conference (WCNC)},
	year = {2013},
	address = {Shanghai, P.R. China},
	abstract = {An increased number of vehicular applications and services requires accurate distance measurements. Due to specific properties of radio waves propagation, it may not be effective to use ranging systems designed for other environments inside tunnels. In this paper we analysed the characteristics of time of flight based ranging for in-tunnel applications. Based on our analysis, we designed a vehicle localization system showing that the time of flight approach is a suitable, accurate and cost effective solution for this purpose. We designed and validated our solution by performing real experiments in a tunnel located in Lugano, Switzerland.},
	author = {Widmann, Daniel and Bala{\'c}, Katarina and Taddeo, Antonio Vincenzo and Prevostini, Mauro and Puiatti, Alessandro}
}
@inbook {17734,
	title = {The MULTICUBE Design Flow},
	booktitle = {Multi-objective Design Space Exploration of Multiprocessor SoC Architectures},
	year = {2011},
	pages = {3-17},
	publisher = {Springer New York},
	organization = {Springer New York},
	isbn = {978-1-4419-8836-2},
	doi = {10.1007/978-1-4419-8837-9_1},
	url = {http://dx.doi.org/10.1007/978-1-4419-8837-9_1},
	author = {Silvano, Cristina and Fornaciari, William and Palermo, Gianluca and Zaccaria, Vittorio and Castro, Fabrizio and Martinez, Marcos and Bocchio, Sara and Zafalon, Roberto and Avasare, Prabhat and Vanmeerbeeck, Geert and Ykman-Couvreur, Chantal and Wouters, Maryse and Kavka, Carlos and Onesti, Luka and Turco, Alessandro and Bondi, Umberto and Mariani, Giovanni and Posadas, Hector and Villar, Eugenio and Wu, Chris and Dongrui, Fan and Hao, Zhang},
	editor = {Silvano, Cristina and Fornaciari, William and Villar, Eugenio}
}
@inbook {139.Sietal2.2011,
	title = {MULTICUBE: Multi-Objective Design Space Exploration of Multi-Core Architectures},
	booktitle = {VLSI 2010 Annual Symposium},
	volume = {105},
	year = {2011},
	pages = {47-63},
	publisher = {Springer},
	organization = {Springer},
	address = {Netherlands},
	abstract = {Given the increasing complexity of Chip Multi-Processors (CMPs), a wide range of architecture parameters must be explored at design time to find the best trade-off in terms of multiple competing objectives (such as energy, delay, bandwidth, area, etc.) The design space of the target architectures is huge because it should consider all possible combinations of each hardware parameter (e.g., number of processors, processor issue width, L1 and L2 cache sizes, etc.). In this complex scenario, intuition and past experience of design architects is no more a sufficient condition to converge to an optimal design of the system. Indeed, Automatic Design Space Exploration (DSE) is needed to systematically support the analysis and quantitative comparison of a large amount of design alternatives in terms of multiple competing objectives (by means of Pareto analysis). The main goal of the MULTICUBE project consists of the definition of an automatic Design Space Exploration framework to support the design of next generation many-core architectures.},
	isbn = {978-94-007-1487-8},
	url = {http://dx.doi.org/10.1007/978-94-007-1488-5_4},
	author = {Silvano, Cristina and Fornaciari, William and Palermo, Gianluca and Zaccaria, Vittorio and Castro, Fabrizio and Martinez, Marcos and Bocchio, Sara and Zafalon, Roberto and Avasare, Prabhat and Vanmeerbeeck, Geert and Ykman-Couvreur, Chantal and Wouters, Maryse and Kavka, Carlos and Onesti, Luka and Turco, Alessandro and Bondi, Umberto and Mariani, Giovanni and Posadas, Hector and Villar, Eugenio and Wu, Chris and Dongrui, Fan and Hao, Zhang and Shibin, Tang}
}
@conference {18082,
	title = {Hardware Trojans for Inducing or Amplifying Side-Channel Leakage of Cryptographic Software},
	booktitle = {2nd International Conference on Trusted Systems (INTRUST)},
	year = {2010},
	month = {December},
	address = {Beijing, China},
	author = {Gallais, Jean-Francois and Gro{\ss}sch{\"a}dl, Johann and Hanley, Neil and Kasper, Markus and Medwed, Marcel and Regazzoni, Francesco and Schmidt, Joern-Marc and Tillich, Stefan and Wojcik, Marcin}
}
@conference {129.Sietal.ISVLSI11,
	title = {Multicube: Multi-objective design space exploration of multi-core architectures},
	booktitle = {ISVLSI 2010: IEEE Annual Symposium on VLSI},
	year = {2010},
	month = {July},
	pages = {488{\textendash}493},
	address = {Lixouri, Kefalonia - Greece},
	abstract = {Technology trends enable the integration of many processor cores in a System-on-Chip (SoC). In these complex architectures, several architectural parameters can be tuned to find the best trade-off in terms of multiple metrics such as energy and delay. The main goal of the MULTICUBE project consists of the definition of an automatic Design Space Exploration framework to support the design of next generation many-core architectures.},
	doi = {http://dx.doi.org/10.1109/ISVLSI.2010.67},
	author = {Silvano, Cristina and Fornaciari, William and Palermo, Gianluca and Zaccaria, Vittorio and Castro, Fabrizio and Martinez, Marcos and Bocchio, Sara and Zafalon, Roberto and Avasare, Prabhat and Vanmeerbeeck, Geert and Ykman-Couvreur, Chantal and Wouters, Maryse and Kavka, Carlos and Onesti, Luka and Turco, Alessandro and Bondi, Umberto and Mariani, Giovanni and Posadas, Hector and Villar, Eugenio and Wu, Chris and Dongrui, Fan and Hao, Zhang and Shibin, Tang}
}
@conference {97.Silvanoetal09,
	title = {MULTICUBE: Multi-Objective Design Space Exploration of Multiprocessor Architectures for Embedded Multimedia Applications},
	booktitle = {Proceedings of the DATE{\textquoteright}09 workshop on Designing for Embedded Parallel Computing Platforms: Architectures, Design Tools, and Applications},
	year = {2009},
	month = {April},
	address = {Nice, France},
	author = {Silvano, Cristina and Palermo, Gianluca and Zaccaria, Vittorio and Fornaciari, William and Zafalon, Roberto and Bocchio, Sara and Martinez, Marcos and Wouters, Maryse and Vanmeerbeeck, Geert and Avasare, Prabhat and Onesti, Luka and Kavka, Carlos and Bondi, Umberto and Mariani, Giovanni and Villar, Eugenio and Posadas, Hector and Wu, Chris and Dongrui, Fan and Hao, Zhang}
}
