{"id":168204,"date":"2014-12-01T00:00:00","date_gmt":"2014-12-01T00:00:00","guid":{"rendered":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/msr-research-item\/balancing-output-length-and-query-bound-in-hardness-preserving-constructions-of-pseudorandom-functions\/"},"modified":"2018-10-16T20:09:59","modified_gmt":"2018-10-17T03:09:59","slug":"balancing-output-length-and-query-bound-in-hardness-preserving-constructions-of-pseudorandom-functions","status":"publish","type":"msr-research-item","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/balancing-output-length-and-query-bound-in-hardness-preserving-constructions-of-pseudorandom-functions\/","title":{"rendered":"Balancing Output Length and Query Bound in Hardness Preserving Constructions of Pseudorandom Functions"},"content":{"rendered":"<p>We revisit hardness-preserving constructions of a pseudo-random function (PRF) from any length doubling pseudo-random generator (PRG) when there is a non-trivial upper bound <span id=\"IEq1\" class=\"InlineEquation\"><span id=\"MathJax-Element-1-Frame\" class=\"MathJax\" tabindex=\"0\" data-mathml=\"<math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mi>q<\/mi><\/math>\"><span id=\"MathJax-Span-1\" class=\"math\"><span id=\"MathJax-Span-2\" class=\"mrow\"><span id=\"MathJax-Span-3\" class=\"mi\">q<\/span><\/span><\/span><\/span><\/span><span id=\"IEq1\" class=\"InlineEquation\"><\/span> on the number of queries that the adversary can make to the PRF. Very recently, Jain, Pietrzak, and Tentes (TCC 2012) gave a hardness-preserving construction of a PRF that makes only <span id=\"IEq2\" class=\"InlineEquation\"><span id=\"MathJax-Element-2-Frame\" class=\"MathJax\" tabindex=\"0\" data-mathml=\"<math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mi>O<\/mi><mo stretchy=\"false\">(<\/mo><mi>log<\/mi><mo>&#x2061;<\/mo><mi>q<\/mi><mo stretchy=\"false\">)<\/mo><\/math>\"><span id=\"MathJax-Span-4\" class=\"math\"><span id=\"MathJax-Span-5\" class=\"mrow\"><span id=\"MathJax-Span-6\" class=\"mi\">O<\/span><span id=\"MathJax-Span-7\" class=\"mo\">(<\/span><span id=\"MathJax-Span-8\" class=\"mi\">log<\/span><span id=\"MathJax-Span-9\" class=\"mo\"><\/span><span id=\"MathJax-Span-10\" class=\"mi\">q<\/span><span id=\"MathJax-Span-11\" class=\"mo\">)<\/span><\/span><\/span><\/span><\/span><span id=\"IEq2\" class=\"InlineEquation\"><\/span> calls to the underlying PRG when <span id=\"IEq3\" class=\"InlineEquation\"><span id=\"MathJax-Element-3-Frame\" class=\"MathJax\" tabindex=\"0\" data-mathml=\"<math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mi>q<\/mi><mo>=<\/mo><msup><mn>2<\/mn><mrow class=\"MJX-TeXAtom-ORD\"><msup><mi>n<\/mi><mi>&#x03F5;<\/mi><\/msup><\/mrow><\/msup><\/math>\"><span id=\"MathJax-Span-12\" class=\"math\"><span id=\"MathJax-Span-13\" class=\"mrow\"><span id=\"MathJax-Span-14\" class=\"mi\">q<\/span><span id=\"MathJax-Span-15\" class=\"mo\">=<\/span><span id=\"MathJax-Span-16\" class=\"msubsup\"><span id=\"MathJax-Span-17\" class=\"mn\">2<\/span><span id=\"MathJax-Span-18\" class=\"texatom\"><span id=\"MathJax-Span-19\" class=\"mrow\"><span id=\"MathJax-Span-20\" class=\"msubsup\"><span id=\"MathJax-Span-21\" class=\"mi\">n<\/span><span id=\"MathJax-Span-22\" class=\"mi\">\u03f5<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><span id=\"IEq3\" class=\"InlineEquation\"><\/span> and <span id=\"IEq4\" class=\"InlineEquation\"><span id=\"MathJax-Element-4-Frame\" class=\"MathJax\" tabindex=\"0\" data-mathml=\"<math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mi>&#x03F5;<\/mi><mo>&#x2265;<\/mo><mfrac><mn>1<\/mn><mn>2<\/mn><\/mfrac><\/math>\"><span id=\"MathJax-Span-23\" class=\"math\"><span id=\"MathJax-Span-24\" class=\"mrow\"><span id=\"MathJax-Span-25\" class=\"mi\">\u03f5<\/span><span id=\"MathJax-Span-26\" class=\"mo\">\u2265<\/span><span id=\"MathJax-Span-27\" class=\"mfrac\"><span id=\"MathJax-Span-28\" class=\"mn\">1<\/span><span id=\"MathJax-Span-29\" class=\"mn\">2<\/span><\/span><\/span><\/span><\/span><\/span><span id=\"IEq4\" class=\"InlineEquation\"><\/span>. This dramatically improves upon the efficiency of the construction of Goldreich, Goldwasser, and Micali (FOCS 1984). However, they explicitly left open the question of whether such constructions exist when <span id=\"IEq5\" class=\"InlineEquation\"><span id=\"MathJax-Element-5-Frame\" class=\"MathJax\" tabindex=\"0\" data-mathml=\"<math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mi>&#x03F5;<\/mi><mo>&lt;<\/mo><mfrac><mn>1<\/mn><mn>2<\/mn><\/mfrac><\/math>\"><span id=\"MathJax-Span-30\" class=\"math\"><span id=\"MathJax-Span-31\" class=\"mrow\"><span id=\"MathJax-Span-32\" class=\"mi\">\u03f5<\/span><span id=\"MathJax-Span-33\" class=\"mo\"><<\/span><span id=\"MathJax-Span-34\" class=\"mfrac\"><span id=\"MathJax-Span-35\" class=\"mn\">1<\/span><span id=\"MathJax-Span-36\" class=\"mn\">2<\/span><\/span><\/span><\/span><\/span><\/span><span id=\"IEq5\" class=\"InlineEquation\"><\/span>. In this work, we give constructions of PRFs that make only <span id=\"IEq6\" class=\"InlineEquation\"><span id=\"MathJax-Element-6-Frame\" class=\"MathJax\" tabindex=\"0\" data-mathml=\"<math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mi>O<\/mi><mo stretchy=\"false\">(<\/mo><mi>log<\/mi><mo>&#x2061;<\/mo><mi>q<\/mi><mo stretchy=\"false\">)<\/mo><\/math>\"><span id=\"MathJax-Span-37\" class=\"math\"><span id=\"MathJax-Span-38\" class=\"mrow\"><span id=\"MathJax-Span-39\" class=\"mi\">O<\/span><span id=\"MathJax-Span-40\" class=\"mo\">(<\/span><span id=\"MathJax-Span-41\" class=\"mi\">log<\/span><span id=\"MathJax-Span-42\" class=\"mo\"><\/span><span id=\"MathJax-Span-43\" class=\"mi\">q<\/span><span id=\"MathJax-Span-44\" class=\"mo\">)<\/span><\/span><\/span><\/span><\/span><span id=\"IEq6\" class=\"InlineEquation\"><\/span> calls to the underlying PRG when <span id=\"IEq7\" class=\"InlineEquation\"><span id=\"MathJax-Element-7-Frame\" class=\"MathJax\" tabindex=\"0\" data-mathml=\"<math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mi>q<\/mi><mo>=<\/mo><msup><mn>2<\/mn><mrow class=\"MJX-TeXAtom-ORD\"><msup><mi>n<\/mi><mi>&#x03F5;<\/mi><\/msup><\/mrow><\/msup><\/math>\"><span id=\"MathJax-Span-45\" class=\"math\"><span id=\"MathJax-Span-46\" class=\"mrow\"><span id=\"MathJax-Span-47\" class=\"mi\">q<\/span><span id=\"MathJax-Span-48\" class=\"mo\">=<\/span><span id=\"MathJax-Span-49\" class=\"msubsup\"><span id=\"MathJax-Span-50\" class=\"mn\">2<\/span><span id=\"MathJax-Span-51\" class=\"texatom\"><span id=\"MathJax-Span-52\" class=\"mrow\"><span id=\"MathJax-Span-53\" class=\"msubsup\"><span id=\"MathJax-Span-54\" class=\"mi\">n<\/span><span id=\"MathJax-Span-55\" class=\"mi\">\u03f5<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><span id=\"IEq7\" class=\"InlineEquation\"><\/span>, for <span id=\"IEq8\" class=\"InlineEquation\"><span id=\"MathJax-Element-8-Frame\" class=\"MathJax\" tabindex=\"0\" data-mathml=\"<math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mn>0<\/mn><mo>&lt;<\/mo><mi>&#x03F5;<\/mi><mo>&lt;<\/mo><mn>1<\/mn><\/math>\"><span id=\"MathJax-Span-56\" class=\"math\"><span id=\"MathJax-Span-57\" class=\"mrow\"><span id=\"MathJax-Span-58\" class=\"mn\">0<\/span><span id=\"MathJax-Span-59\" class=\"mo\"><<\/span><span id=\"MathJax-Span-60\" class=\"mi\">\u03f5<\/span><span id=\"MathJax-Span-61\" class=\"mo\"><<\/span><span id=\"MathJax-Span-62\" class=\"mn\">1<\/span><\/span><\/span><\/span><\/span><span id=\"IEq8\" class=\"InlineEquation\"><\/span>; our PRF outputs <span id=\"IEq9\" class=\"InlineEquation\"><span id=\"MathJax-Element-9-Frame\" class=\"MathJax\" tabindex=\"0\" data-mathml=\"<math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mi>O<\/mi><mo stretchy=\"false\">(<\/mo><msup><mi>n<\/mi><mrow class=\"MJX-TeXAtom-ORD\"><mn>2<\/mn><mi>&#x03F5;<\/mi><\/mrow><\/msup><mo stretchy=\"false\">)<\/mo><\/math>\"><span id=\"MathJax-Span-63\" class=\"math\"><span id=\"MathJax-Span-64\" class=\"mrow\"><span id=\"MathJax-Span-65\" class=\"mi\">O<\/span><span id=\"MathJax-Span-66\" class=\"mo\">(<\/span><span id=\"MathJax-Span-67\" class=\"msubsup\"><span id=\"MathJax-Span-68\" class=\"mi\">n<\/span><span id=\"MathJax-Span-69\" class=\"texatom\"><span id=\"MathJax-Span-70\" class=\"mrow\"><span id=\"MathJax-Span-71\" class=\"mn\">2<\/span><span id=\"MathJax-Span-72\" class=\"mi\">\u03f5<\/span><\/span><\/span><\/span><span id=\"MathJax-Span-73\" class=\"mo\">)<\/span><\/span><\/span><\/span><\/span><span id=\"IEq9\" class=\"InlineEquation\"><\/span> bits (on every input), as opposed to the construction of Jain <em class=\"EmphasisTypeItalic \">et al.<\/em> that outputs <span id=\"IEq10\" class=\"InlineEquation\"><span id=\"MathJax-Element-10-Frame\" class=\"MathJax\" tabindex=\"0\" data-mathml=\"<math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mi>n<\/mi><\/math>\"><span id=\"MathJax-Span-74\" class=\"math\"><span id=\"MathJax-Span-75\" class=\"mrow\"><span id=\"MathJax-Span-76\" class=\"mi\">n<\/span><\/span><\/span><\/span><\/span><span id=\"IEq10\" class=\"InlineEquation\"><\/span> bits. That is, our PRF is not length preserving; however it outputs more bits than the PRF of Jain <em class=\"EmphasisTypeItalic \">et al.<\/em> when <span id=\"IEq11\" class=\"InlineEquation\"><span id=\"MathJax-Element-11-Frame\" class=\"MathJax\" tabindex=\"0\" data-mathml=\"<math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mi>&#x03F5;<\/mi><mo>&gt;<\/mo><mfrac><mn>1<\/mn><mn>2<\/mn><\/mfrac><\/math>\"><span id=\"MathJax-Span-77\" class=\"math\"><span id=\"MathJax-Span-78\" class=\"mrow\"><span id=\"MathJax-Span-79\" class=\"mi\">\u03f5<\/span><span id=\"MathJax-Span-80\" class=\"mo\">><\/span><span id=\"MathJax-Span-81\" class=\"mfrac\"><span id=\"MathJax-Span-82\" class=\"mn\">1<\/span><span id=\"MathJax-Span-83\" class=\"mn\">2<\/span><\/span><\/span><\/span><\/span><\/span><span id=\"IEq11\" class=\"InlineEquation\"><\/span>. We obtain our construction through the use of information-theoretic tools such as <em class=\"EmphasisTypeItalic \">almost<\/em><span id=\"IEq12\" class=\"InlineEquation\"><span id=\"MathJax-Element-12-Frame\" class=\"MathJax\" tabindex=\"0\" data-mathml=\"<math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\"><mi>&#x03B1;<\/mi><\/math>\"><span id=\"MathJax-Span-84\" class=\"math\"><span id=\"MathJax-Span-85\" class=\"mrow\"><span id=\"MathJax-Span-86\" class=\"mi\">\u03b1<\/span><\/span><\/span><\/span><\/span><span id=\"IEq12\" class=\"InlineEquation\"><\/span>-wise independent hash functions coupled with a novel proof strategy.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We revisit hardness-preserving constructions of a pseudo-random function (PRF) from any length doubling pseudo-random generator (PRG) when there is a non-trivial upper bound q on the number of queries that the adversary can make to the PRF. Very recently, Jain, Pietrzak, and Tentes (TCC 2012) gave a hardness-preserving construction of a PRF that makes only [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-author-ordering":null,"msr_publishername":"Springer","msr_publisher_other":"","msr_booktitle":"","msr_chapter":"","msr_edition":"Progress in Cryptology - INDOCRYPT 2014 - 15th International Conference on Cryptology in India, New Delhi, India, December 14-17, 2014, Proceedings","msr_editors":"","msr_how_published":"","msr_isbn":"978-3-319-13038-5","msr_issue":"","msr_journal":"","msr_number":"","msr_organization":"","msr_pages_string":"89\u2013103","msr_page_range_start":"89","msr_page_range_end":"103","msr_series":"Lecture Notes in Computer Science","msr_volume":"8885","msr_copyright":"","msr_conference_name":"Progress in Cryptology - INDOCRYPT 2014 - 15th International Conference on Cryptology in India, New Delhi, India, December 14-17, 2014, Proceedings","msr_doi":"10.1007\/978-3-319-13039-2_6","msr_arxiv_id":"","msr_s2_paper_id":"","msr_mag_id":"","msr_pubmed_id":"","msr_other_authors":"Sanjam Garg","msr_other_contributors":"","msr_speaker":"","msr_award":"","msr_affiliation":"","msr_institution":"","msr_host":"","msr_version":"","msr_duration":"","msr_original_fields_of_study":"","msr_release_tracker_id":"","msr_s2_match_type":"","msr_citation_count_updated":"","msr_published_date":"2014-12-14","msr_highlight_text":"","msr_notes":"","msr_longbiography":"","msr_publicationurl":"http:\/\/dx.doi.org\/10.1007\/978-3-319-13039-2_6","msr_external_url":"","msr_secondary_video_url":"","msr_conference_url":"","msr_journal_url":"","msr_s2_pdf_url":"","msr_year":2014,"msr_citation_count":0,"msr_influential_citations":0,"msr_reference_count":0,"msr_s2_match_confidence":0,"msr_microsoftintellectualproperty":true,"msr_s2_open_access":false,"msr_s2_author_ids":[],"msr_pub_ids":[],"msr_hide_image_in_river":0,"footnotes":""},"msr-research-highlight":[],"research-area":[13561],"msr-publication-type":[193716],"msr-publisher":[],"msr-focus-area":[],"msr-locale":[268875],"msr-post-option":[],"msr-field-of-study":[],"msr-conference":[],"msr-journal":[],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-168204","msr-research-item","type-msr-research-item","status-publish","hentry","msr-research-area-algorithms","msr-locale-en_us"],"msr_publishername":"Springer","msr_edition":"Progress in Cryptology - 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