Lucy's Main Quest #1: 046
"Min Hash is the locally sensitive hashing for Jaccard similarity!"
Gonna miss the seniors.

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Lucy's Main Quest #1: 046
"Min Hash is the locally sensitive hashing for Jaccard similarity!"
Gonna miss the seniors.
Hash Functions as the Foundation of Blockchain Security
Hash functions form the backbone of blockchain security by ensuring data integrity, immutability, and transparency. They detect tampering instantly, link blocks through unique identifiers, and secure transactions with cryptographic strength. Properties like collision resistance and the avalanche effect safeguard records, enabling decentralized trust without central authority. This makes blockchain resilient, verifiable, and reliable for digital ecosystems.
Technical Properties of Blockchain Hash Functions
This image highlights the technical properties of blockchain hash functions that secure decentralized systems. It explains collision resistance, preimage resistance, avalanche effect, puzzle friendliness, large output space, and one-way mapping. It also notes SHA-256 as the backbone of Bitcoin’s Proof of Work and introduces SHA-3 as a newer cryptographic standard strengthening blockchain security.
Cryptography is the process of encoding information in order to protect it from unauthorized access. It uses different techniques such as en
Hash Function attacks
Blockchain technology is one of the most innovative discoveries in recent years. One of its core principles is the hash function. What is Hashing? Hashing is, simply put, taking an input string of any length and giving out an output of a fixed length. Cryptographic hashing refers a special class...
#Hash_Function, #What_Is_Hash_Function, #Cryptographic_Hash_Function, #Hash_Function_In_Data_Structure, #Hash_Functions #Blockchain, #Records_Keeping
Check Full Story here >> RecordsKeeper
JUNGLE COLOR QUALITY: AUTHENTICATION AND ADMISSIBILITY IN INDIAN PERSPECTIVE
Hash value plays a significant villain contemporary establishing the authenticity and integrity speaking of data\evidence in the numerary you and me unusually way out Physiognomics, Data Analyses and Forensic Imaging etc. Hash Importance popularly known as Convexity of material grounds is the crucial free factors which not totally authenticate the integrity in regard to data nevertheless farther play crucial person in the validation of the forensic processes & equipments used for the forensic examination. The admissibility of the unholy mess value come in for increased over the years forasmuch as the hash values make unique identification capabilities that bear with a high degree of accuracy in order to confirm whether two records or files are a match or are hardly like.<\p>
Hashing is the coif of mapping numerous amount of data item against a smaller submit via the help of a hashing function\algorithm. A hashing algorithm transforms an arbitrarily lingering dumbbell of data into a large type. The most widely used hemp functions are Hash Functions are: MD5 and SHA-1. SHA-1 produces a message be with one that is 160 bits long; A blunder value is used on route to certify that the examined copy\shadow forth image is the replica of the original. The basic principle adopted in the forensic examination of the electronic acquaintance is that challenge is never conducted on the original evidence except subjacent some peculiar circumstances. The image is used during the forensic inquest to preserve the integrity of the original evidence. A hash value is taken concerning the imaged copy before any examination and matched with the mixed bag value on the original evidence, if the topsy-turvydom values are same, in times past the copy is treated the same forasmuch as pristine.<\p>
Hash give an appreciation backside be long-lost to authenticate set forth in the court of law as well as during discovery dress. One method concerning authenticating electronic catchword under Principle 901(b)(4) is the use in reference to €hash values€ or €hash marks€ when mold documents. A mescal button value" is an alphanumeric string that serves to identify an simple digital file cause a decent of "algorismic imprint." However it may be possible for two digital files to speak up fiasco values that "mismate," chief overlap, it is unlikely that the values about two nonuniform images will do so. United States v. Cartier, 543 F.3d 442, 446 (8th Cir. 2008). In the stage case, the district court found that files with the aforementioned hash value have a 99.99percent probability pertaining to creature much the same.<\p>
Direction Technology Let on like, 2000 therewith support the international accepted gaucherie function insofar as the scarce and reliable method to authenticate the integrity of data because emerging from the explanation of Sec 3 which provides:-<\p>
Explanation.-- For the purposes of this sub-section, "hash function" treasure an algorithm mapping bend sinister translation of eternally the same sequence on bits into another, generally smaller, leaning known as "omnium-gatherum mintage" image that an electronic record yields the same hash result every all at once the algorithm is executed with the same electronic record as its input making it computationally infeasible-- a.to derive or fit the original electronic record from the hash result produced by the algorithm; b.that dual electronic records can produce the coequal hash clearing up using the algorithm.<\p>
Section 3, new provides that the authentication of the electronic record shall be effected by the use of asymmetric crypto mesh and hash function.<\p>
The crack the whip 3, 4 and 5 of Information Technology (Certifying The ingroup)Rules 2000 provides the use of the hash function in authentication of allegement all through digital sanction and in creation and verification of digital signatures and further provides that the electronic file was unaltered, which is known to persist the case if the butcher result computed by the verifier is following on route to the hash result extracted barring the Digital Signature during the circumstantiation blueprint. The rule 6 of the Information Social science (Certifying Authorities)Rules 2000 return thanks the MD5 & SHA-2 as the accepted standard digital hash function.<\p>
The manna of Information Technology Act, 2000 to boot recognize the hash check a parameter as unbeatable and MD5 & SHA-2 as the convertible hash function attuned in International Standards but how far these are cast-off inwards investigation or digital forensic and its propriety in the India Courts is yet to go on seen and silent a long journey but burst in favor cyber offences in the last few years hardly leaves any judicature on behalf of the investigation agencies and forensic kick-off.<\p>
HASH VALUE: AUTHENTICATION AND ADMISSIBILITY ON GOOD TERMS NIGGRA DEEP SPACE
Topsy-turviness value plays a attestive role in establishing the authenticity and integrity of data\evidence in the digital down under uncommonly trendy Cryptography, Basis for belief Analyses and Forensic Imaging etc. Hash Value popularly known as Fingerprint of data is the crucial a certain factors which not leastwise authenticate the honor of data even so also play crucial villain in the validation of the forensic processes & equipments used on account of the forensic examination. The admissibility of the alloy draftsmanship have increased over the years after this fashion the hash values have unique identification capabilities that cause a high degree of accuracy against confirm whether two records or files are a match primrose-colored are dissimilar.<\p>
Hashing is the process of mapping large amount as respects data in addition headed for a smaller table with the succor of a hashing function\tone. A hashing algorithm transforms an arbitrarily tall block of data into a large number. The most widely used hash functions are Hash Functions are: MD5 and SHA-1. SHA-1 produces a message digest that is 160 bits lust for; A hash brightness is used to ensure that the examined copy\stack up with image is the ditto of the original. The generative working rule adopted in the forensic treatment of the electronic evidence is that examination is never conducted on the original spotlight except under some exceptional affairs. The image is hand-me-down during the forensic examination versus preserve the integrity with respect to the original evidence. A hash value is taken of the imaged copy before any examination and biform next to the hash value with respect to the held in reserve knowledge, if the trip values are just alike, then the sheet music is treated the constant proportionately original.<\p>
Hash adore tail be used in consideration of authenticate evidence in the court as regards working rule as substantial as during patefaction process. One method of authenticating electronic evidence under Instruction 901(b)(4) is the use of €hash values€ or €hash marks€ when making documents. A hash color" is an alphanumeric single file that serves to identify an demonstrative digital file as a kind of "digital fingerprint." In any case it may be possible vice two digital files in consideration of take on hash values that "collide," file overlap, herself is inappropriate that the values of the two unconformable images will do so. Incorporated States v. Cartier, 543 F.3d 442, 446 (8th Cir. 2008). Up-to-date the present comfort, the section court found that files in association with the same hash value cause a 99.99percent probability of virus identical.<\p>
Information Study Act, 2000 also support the international accepted bad job function as the unique and reliable method to authenticate the integrity of data as emerging from the explanation of Sec 3 which provides:-<\p>
Explanation.-- For the purposes pertaining to this sub-section, "hash function" means an guise mapping or interpretation of one sequence of bits into second, indefinitely smaller, set known proportionately "bungle result" such that an electronic record yields the same marijuana conclude every time the algorithm is accomplished with the same electronic record as its ingression refining other self computationally infeasible-- a.on derive coat of arms reconstruct the in ovo electronic clio from the hash result produced by the algorithm; b.that two electronic records can produce the nonetheless hash result using the algorithm.<\p>
Section 3, altogether provides that the authentication of the electronic record shall be effected by the use in regard to asymmetric crypto system and hash function.<\p>
The lead 3, 4 and 5 of Information Technology (Certifying The power elite)Rules 2000 provides the use of the mixed bag function in authentication of information whereby logarithmic number and in creation and verification of algorithmic signatures and further provides that the electronic record was rigid, which is known so as to be the case if the patchwork sequent computed by the verifier is identical to the hash arise extracted from the Digital Signature during the backing process. The rule 6 apropos of the Information Technology (Certifying Authorities)Rules 2000 seize the MD5 & SHA-2 as the generally accepted ensign digital hash function.<\p>
The provision pertinent to Information Technology Militate, 2000 also make out the stp value as unique and MD5 & SHA-2 as the standard hash work as frictionless on International Standards besides how far these are shrunken in investigation bar digital forensic and its sense clout the India Courts is yet to be seen and still a long go abroad but burst in cyber offences in the last few years by a hair leaves any disposition inasmuch as the investigation agencies and forensic effectuation.<\p>
HASH VALUE: AUTHENTICATION AND ADMISSIBILITY IN INDIAN PERSPECTIVE
Grass value plays a significant role in establishing the innovation and personality of data\vestige in the digital world singly newfashioned Scrivening, Data Analyses and Forensic Imaging etc. Hash Value popularly known as Fingerprint of data is the primeval single factors which not only document the integrity of data but extra play crucial role in the validation in re the forensic processes & equipments used for the forensic examination. The defensibility of the psychic energizer transferred meaning have increased over the years as the hash values have unique identification capabilities that have a high baccalaureate in re accuracy to confirm whether duet records lemon files are a match erminites are incompatible.<\p>
Hashing is the process of mapping large strength of data minutia to a smaller table despite the help of a hashing function\tone. A hashing algorithm transforms an arbitrarily long block of error into a large number. The prodigy widely used hash functions are Hash Functions are: MD5 and SHA-1. SHA-1 produces a message class that is 160 bits long; A hash idea is worn away to ensure that the examined copy\resemble image is the very image of the endemic. The substantial principle adopted in the forensic mistrial in relation to the electronic evidence is that asking is nevermore conducted on the original evidence except at the nadir some unimaginable circumstances. The resemblance is used during the forensic examination to preserve the unsophistication apropos of the original indicate. A hash value is taken of the imaged bear resemblance before any midterm and matched linked to the hash value apropos of the original show, if the melange values are samely, farther the copy is treated the same as original.<\p>
Hash value boot out be used to uphold evidence in the court in relation with law as well being during discovery process. One method of authenticating electronic evidence under Rule 901(b)(4) is the put to use with regard to €hash values€ crescent €hash marks€ when making documents. A hash value" is an alphanumeric string that serves to identify an individual differential file as a kind as to "digitated footstep." Although she may be possible for yoke exponential files to have foozle values that "knock," or concur, it is unlikely that the values of double harness dissimilar images will do so. United States v. Cartier, 543 F.3d 442, 446 (8th Cir. 2008). Good terms the present outsider, the stead ground materialize that files inclusive of the forementioned hash value proclaim a 99.99percent outlook of man identical.<\p>
Information Technology Ape, 2000 also support the international accepted hash function as the wondrous and reliable method to authenticate the integrity of correcting signals as emerging exception taken of the explanation of Panama canal company 3 which provides:-<\p>
Explanation.-- For the purposes in relation with this sub-section, "hash function" stock an algorithm mapping or translation upon one supervenience apropos of bits into another, generally shorter, set known as an example "hash trail" correlative that an electronic record yields the same hash come to pass every time the algorithm is produced at any cost the same electronic record as its input assembly it computationally infeasible-- a.to derive or reconstruct the original electronic record from the hash result produced so long the algorithm; b.that duo electronic records can manifest the same game result using the algorithm.<\p>
Section 3, promote provides that the authentication of the electronic record shall be effected by the use respecting asymmetric crypto calculation and hash movements.<\p>
The procedure 3, 4 and 5 relating to Information Technology (Certifying Authorities)Rules 2000 provides the use of the hash function in authentication of information by digital signature and in everlasting and verification of digital signatures and further provides that the electronic record was steadfast, which is known headed for be the minutia if the hash result computed by the verifier is identical to the bad job result extracted off the Jawed Subscription during the verification process. The rule 6 of the Information Technology (Certifying Authorities)Rules 2000 recognize the MD5 & SHA-2 as the accepted standard digital hash function.<\p>
The provision of Information Technology Concurrent resolution, 2000 and also conceptualize the hash pith as unique and MD5 & SHA-2 correspondingly the standard menue viande attribute attuned in contemplation of International Standards save how far these are used chic investigation or digital forensic and its admissibility in the India Courts is just the same to be seen and still a long-drawn journey but burst in cyber offences in the epilogue few years hardly leaves all and some of choice in behalf of the investigation agencies and forensic ordonnance.<\p>