Moti Yung
Moti Yung is a Security and Privacy Research Scientist with Google and an Adjunct Research Faculty at the Computer Science Dep., Columbia University. He got his PhD from Columbia University in 1988. Previously, he was with IBM Research, Certco/ Bankers Trust, RSA Laboratories (EMC), and Snap. Yung is a fellow of the IEEE, the Association for Computing Machinery (ACM), the International Association for Cryptologic Research (IACR), and the European Association for Theoretical Computer Science (EATCS). In 2018 he received the IEEE Computer Society W.W. McDowell award for innovative contributions to computer and network security, predicting, both attack scenarios and design needs in this important evolving area. In 2010 he gave the IACR Distinguished Lecture. He is also the recipient of the 2014 ACM’s SIGSAC Outstanding Innovation award, the 2014 ESORICS (European Symposium on Research in Computer Security) Outstanding Research award, an IBM Outstanding Innovation award, a Google OC award, and a Google founders’ award.
Yung’s main professional interests are in Security, Privacy, and Cryptography. His contributions to research and development treat science and technology holistically: from the theoretical mathematical foundations, via conceptual mechanisms which typify computer science, to participation in the design and development of industrial products. His published work (articles, patents, a book, and edited books) includes collaborations with more than 300 highly appreciated co-authors.
Yung’s work has been predicting future needs of secure systems, and analyzing coming threats. These led to basic theoretical and applied notions, like: ransomware attacks, cryptosystems subversion, concurrent sessions in authentication protocols, strong (chosen ciphertext) secure encryption, and digital signatures from simplified cryptography. His industrial work gave rise to new diversified mechanisms, some of which are in extensive use. These include: public-key based second factor (resulting in U2F); new factors for user identification; distributed signing methods; secure large scale distributed computation protocol for privacy preserving data analytics; and various very large scale encryption systems, such as Google encryption within the Advertisement Exchange system and Snap's secure end-to-end encryption.
Authored Publications
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Eddystone-EID: Secure and Private Infrastructural Protocol for BLE Beacons
Liron David
Alon Ziv
IEEE Transactions on Information Forensics and Security(2022)
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Beacons are small devices which are playing an important role in the Internet of Things (IoT), connecting “things” without IP connection to the Internet via Bluetooth Low Energy (BLE) communication. In this paper we present the first private end-to-end encryption protocol called the Eddystone-Ephemeral-ID (Eddystone-EID) protocol. This protocol enables connectivity from any beacon to its remote owner, while supporting beacon’s privacy and security, and essentially preserving the beacon’s low power consumption. We describe the Eddystone-EID development goals, discuss the design decisions, show the cryptographic solution, and analyse its privacy, security, and performance. Finally, we present three secure IoT applications built on Eddystone-EID, demonstrating its utility as a security and privacy infrastructure in the IoT domain. Further, Eddystone-EID is a prototypical example of security design for an asymmetric system in which on one side there are small power-deficient elements (the beacons) and on the other side there is a powerful computing engine (a cloud). The crux of the design strategy is based on: (1) transferring work from the beacon to the cloud, and then (2) building a trade-off between cloud online work against cloud offline work, in order to enable fast real-time reaction of the cloud. These two principles seem to be generic and can be used for other problems in the IoT domain.
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“Exposure Notification (EN) Systems” which have been envisioned by a number of academic and industry groups, are useful in aiding health authorities worldwide to fight the COVID-19 pandemic spread via contact tracing. Among these systems, many rely on the BLE based Google-Apple Exposure Notification (GAEN) API (for iPhones and Android systems).
We assert that it is now the time to investigate how to deal with scale issues, assuming the next pandemic/ variant will be more extensive. To this end, we present two modular enhancements to scale up the GAEN API by improving performance and suggesting a better performance-privacy tradeoff. Our modifications have the advantage of affecting only the GAEN API modules and do not require any change to the systems built on top of it, therefore it can be easily adopted upon emerging needs. The techniques we suggest in this paper (called “dice and splice” and “forest from the PRF-tree”) are general and applicable to scenarios of searching values within anonymous pseudo-randomly generated sequences.
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Private Intersection-Sum Protocols with Applications to Attributing Aggregate Ad Conversions
Mihaela Ion
Benjamin Kreuter
Erhan Nergiz
Sarvar Patel
Shobhit Saxena
David Shanahan
2020 IEEE European Symposium on Security and Privacy (EuroS&P), pp. 370-389
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In this work, we discuss our successful efforts for
industry deployment of a cryptographic secure computation
protocol. The problem we consider is privately computing aggregate conversion rate of advertising campaigns.
This underlying functionality can be abstracted as Private
Intersection-Sum (PI-Sum) with Cardinality. In this setting
two parties hold datasets containing user identifiers, and one
of the parties additionally has an integer value associated
with each of its user identifiers. The parties want to learn
the number of identifiers they have in common and the sum
of the integer values associated with these users without
revealing any more information about their private inputs.
We identify the major properties and enabling factors
which make the deployment of a cryptographic protocol
possible, practical, and uniquely positioned as a solution for
the task at hand. We describe our deployment setting and
the most relevant efficiency measure, which in our setting is
communication overhead rather than computation. We also
present a monetary cost model that can be used as a unifying
cost measure and the computation model which reflect out
use-case: a low-priority batch computing.
We present three PI-Sum with cardinality protocols: our
currently deployed protocol, which relies on a Diffie-Hellman
style double masking, and two new protocols which leverage
more recent techniques for private set intersection (PSI) that
use Random Oblivious Transfer and encrypted Bloom filters.
We compare the later two protocol with our original solution
when instantiated with different additively homomorphic
encryption schemes. We implement our constructions and
compare their costs. We also compare with recent generic
approaches for computing on the intersection of two datasets
and show that our best protocol has monetary cost that is
20× less than the best known generic approach.
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Two-Sided Malicious Security for Private Intersection-Sum with Cardinality
Peihan Miao
Sarvar Patel
Advances in Cryptology – CRYPTO 2020(2020), pp. 3-33
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Private intersection-sum with cardinality allows two parties, where each party holds a private set and one of the parties additionally holds a private integer value associated with each element in her set, to jointly compute the cardinality of the intersection of the two sets as well as the sum of the associated integer values for all the elements in the intersection, and nothing beyond that.
We present a new construction for private intersection sum with cardinality that provides malicious security with abort and guarantees that both parties receive the output upon successful completion of the protocol. A central building block for our constructions is a primitive called shuffled distributed oblivious PRF (DOPRF), which is a PRF that offers oblivious evaluation using a secret key shared between two parties, and in addition to this allows obliviously permuting the PRF outputs of several parallel oblivious evaluations. We present the first construction for shuffled DOPRF with malicious security. We further present several new sigma proof protocols for relations across Pedersen commitments, ElGamal encryptions, and Camenisch-Shoup encryptions that we use in our main construction, for which we develop new batching techniques to reduce communication.
We implement and evaluate the efficiency of our protocol and show that we can achieve communication cost that is only 4-5 times greater than the most efficient semi-honest protocol. When measuring monetary cost of executing the protocol in the cloud, our protocol is 25 times more expensive than the semi-honest protocol. Our construction also allows for different parameter regimes that enable trade-offs between communication and computation.
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Bluetooth Smart (also known as Bluetooth Low Energy) beacons broadcast their presence in order to enable proximity-based applications by observer devices. This results in a privacy and security exposure: broadcast devices are typically susceptible to tracking and spoofing based on the IDs used by the beacons. We introduce a scheme consisting of cloud-based Ephemeral Identifiers (EID) which allows only authorized parties to properly identify the beacons broadcast; it mitigates the basic tracking and security threats while keeping high utility. We outline a formal model of privacy which is obtained with our scheme, present its implementation, and discuss possible extensions.
The proposal outlined here is the basis for Google’s Eddystone standard, supported by some thirty industry partners. We supply an open source implementation for all the components of the system.
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Non-interactive CCA-Secure threshold cryptosystems with adaptive security: new framework and constructions
Benoit Libert
Proceedings of the 9th international conference on Theory of Cryptography, Springer-Verlag, Berlin, Heidelberg(2012), pp. 75-93
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In threshold cryptography, private keys are divided into n shares, each one of which is
given to a di fferent server in order to avoid single points of failure. In the case of threshold public-key encryption, at least t ≤ n servers need to contribute to the decryption process. A threshold primitive is said robust if no coalition of t malicious servers can prevent remaining honest servers from successfully completing private key operations. So far, most practical non-interactive threshold cryptosystems, where no interactive conversation is required among decryption servers, were only proved secure against static corruptions. In the adaptive corruption scenario (where the adversary can corrupt servers at any time, based on its complete view), all existing robust threshold encryption schemes that also resist chosen-ciphertext attacks (CCA) till recently require interaction in the decryption phase. A specific method (in composite order groups) for getting rid of interaction was recently suggested, leaving the question of more generic frameworks and constructions with better security and better
exibility (i.e., compatibility with distributed key generation).
This paper describes a general construction of adaptively secure robust non-interactive threshold cryptosystems with chosen-ciphertext security. We de ne the notion of all-but-one perfectly sound threshold hash proof systems that can be seen as (threshold) hash proof systems with publicly verifi able and simulation-sound proofs. We show that this notion generically implies threshold cryptosystems combining the aforementioned properties. Then, we provide ecient instantiations under well-studied assumptions in bilinear groups (e.g., in such groups of prime order). These instantiations have a tighter security proof and are indeed compatible with distributed key generation protocols.
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Contextual OTP: Mitigating Emerging Man-in-the-Middle Attacks with Wireless Hardware Tokens
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Assaf Ben-David
Omer Berkman
Sarvar Patel
Cem Paya
Applied Cryptography and Network Security - 10th International Conference, ACNS 2012, Springer, pp. 30-47
Scalable group signatures with revocation
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Benoit Libert
Thomas Peters
Proceedings of the 31st Annual international conference on Theory and Applications of Cryptographic Techniques, Springer-Verlag, Berlin, Heidelberg(2012), pp. 609-627
Key Evolution Systems in Untrusted Update Environments
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Benoît Libert
Jean-Jacques Quisquater
Information Security and Cryptology, Springer-Verlag, Berlin, Heidelberg(2009), pp. 12-21
Expecting the Unexpected: Towards Robust Credential Infrastructure
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Shouhuai Xu
Financial Cryptography and Data Security, Springer-Verlag, Berlin, Heidelberg(2009), pp. 201-221
