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Electronic Colloquium on Computational Complexity

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REPORTS > AUTHORS > YANYI LIU:
All reports by Author Yanyi Liu:

TR24-055 | 12th March 2024
Marshall Ball, Yanyi Liu, Noam Mazor, Rafael Pass

Kolmogorov Comes to Cryptomania: On Interactive Kolmogorov Complexity and Key-Agreement

Only a handful candidates for computational assumptions that imply secure key-agreement protocols (KA) are known, and even fewer are believed to be quantum safe. In this paper, we present a new hardness assumption---the worst-case hardness of a promise problem related to an interactive version of Kolmogorov Complexity.
Roughly speaking, the ... more >>>


TR24-051 | 5th March 2024
Yanyi Liu, Rafael Pass

A Direct PRF Construction from Kolmogorov Complexity

While classic result in the 1980s establish that one-way functions (OWFs) imply the existence of pseudorandom generators (PRGs) which in turn imply pseudorandom functions (PRFs), the constructions (most notably the one from OWFs to PRGs) is complicated and inefficient.

Consequently, researchers have developed alternative \emph{direct} constructions of PRFs from various ... more >>>


TR23-152 | 14th October 2023
Yanyi Liu, Rafael Pass

One-way Functions and Hardness of (Probabilistic) Time-Bounded Kolmogorov Complexity w.r.t. Samplable Distributions

Consider the recently introduced notion of \emph{probabilistic
time-bounded Kolmogorov Complexity}, pK^t (Goldberg et al,
CCC'22), and let MpK^tP denote the language of pairs (x,k) such that pK^t(x) \leq k.
We show the equivalence of the following:
- MpK^{poly}P is (mildly) hard-on-average w.r.t. \emph{any} samplable
distribution $\D$;
- ... more >>>


TR23-103 | 12th July 2023
Yanyi Liu, Rafael Pass

On One-way Functions and the Worst-case Hardness of Time-Bounded Kolmogorov Complexity

Revisions: 1

Whether one-way functions (OWF) exist is arguably the most important
problem in Cryptography, and beyond. While lots of candidate
constructions of one-way functions are known, and recently also
problems whose average-case hardness characterize the existence of
OWFs have been demonstrated, the question of
whether there exists some \emph{worst-case hard problem} ... more >>>


TR22-113 | 11th August 2022
Yanyi Liu, Rafael Pass

Leakage-Resilient Hardness v.s. Randomness

Revisions: 2

A central open problem in complexity theory concerns the question of
whether all efficient randomized algorithms can be simulated by
efficient deterministic algorithms. The celebrated ``hardness
v.s. randomness” paradigm pioneered by Blum-Micali (SIAM JoC’84),
Yao (FOCS’84) and Nisan-Wigderson (JCSS’94) presents hardness
assumptions under which $\prBPP = \prP$, but these hardness ... more >>>


TR22-084 | 2nd June 2022
Yanyi Liu, Rafael Pass

Characterizing Derandomization Through Hardness of Levin-Kolmogorov Complexity

A central open problem in complexity theory concerns the question of whether all efficient randomized algorithms can be simulated by efficient deterministic algorithms. We consider this problem in the context of promise problems (i.e,. the $\prBPP$ v.s. $\prP$ problem) and show that for all sufficiently large constants $c$, the following ... more >>>


TR21-092 | 28th June 2021
Yanyi Liu, Rafael Pass

A Note on One-way Functions and Sparse Languages

Revisions: 1

We show equivalence between the existence of one-way
functions and the existence of a \emph{sparse} language that is
hard-on-average w.r.t. some efficiently samplable ``high-entropy''
distribution.
In more detail, the following are equivalent:
- The existentence of a $S(\cdot)$-sparse language $L$ that is
hard-on-average with respect to some samplable ... more >>>


TR21-059 | 20th April 2021
Yanyi Liu, Rafael Pass

On One-way Functions from NP-Complete Problems

Revisions: 2

We present the first natural $\NP$-complete problem whose average-case hardness w.r.t. the uniform distribution over instances implies the existence of one-way functions (OWF). In fact, we prove that the existence of OWFs is \emph{equivalent} to mild average-case hardness of this $\NP$-complete problem. The problem, which originated in the 1960s, is ... more >>>


TR21-056 | 22nd April 2021
Yanyi Liu, Rafael Pass

On the Possibility of Basing Cryptography on $\EXP \neq \BPP$

Liu and Pass (FOCS'20) recently demonstrated an equivalence between the existence of one-way functions (OWFs) and mild average-case hardness of the time-bounded Kolmogorov complexity problem. In this work, we establish a similar equivalence but to a different form of time-bounded Kolmogorov Complexity---namely, Levin's notion of Kolmogorov Complexity---whose hardness is closely ... more >>>


TR21-055 | 20th April 2021
Yanyi Liu, Rafael Pass

Cryptography from Sublinear-Time Average-Case Hardness of Time-Bounded Kolmogorov Complexity

Let $\mktp[s]$ be the set of strings $x$ such that $K^t(x) \leq s(|x|)$, where $K^t(x)$ denotes the $t$-bounded Kolmogorov complexity of the truthtable described by $x$. Our main theorem shows that for an appropriate notion of mild average-case hardness, for every $\varepsilon>0$, polynomial $t(n) \geq (1+\varepsilon)n$, and every ``nice'' class ... more >>>


TR20-052 | 14th April 2020
Yanyi Liu, Rafael Pass

On One-way Functions and Kolmogorov Complexity

Revisions: 2

We prove the equivalence of two fundamental problems in the theory of computation:

- Existence of one-way functions: the existence of one-way functions (which in turn are equivalent to pseudorandom generators, pseudorandom functions, private-key encryption schemes, digital signatures, commitment schemes, and more).

- Mild average-case hardness of $K^{poly}$-complexity: ... more >>>




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