First draft of problem solution essay
This commit is contained in:
parent
6979aac054
commit
91b69f1d7a
1 changed files with 51 additions and 3 deletions
54
main.typ
54
main.typ
|
|
@ -24,9 +24,9 @@
|
||||||
size: 12pt,
|
size: 12pt,
|
||||||
)
|
)
|
||||||
|
|
||||||
Name\
|
Marius Drechsler\
|
||||||
Type of essay\
|
Problem --- Solution Essay\
|
||||||
Date
|
July 5th, 2025
|
||||||
|
|
||||||
#align(center, text(size: 17pt, weight: "bold")[
|
#align(center, text(size: 17pt, weight: "bold")[
|
||||||
*Essay Title*
|
*Essay Title*
|
||||||
|
|
@ -42,6 +42,54 @@ Date
|
||||||
|
|
||||||
#show: word-count
|
#show: word-count
|
||||||
|
|
||||||
|
In an increasing digital world, securing information through encryption methods has become a necessity.
|
||||||
|
The rising trend of improvements in quantum computation poses a serious security vulnerability to information that is currently encrypted through classical encryption methods.
|
||||||
|
This essay will explain the risk of quantum computers regarding cryptography and present possible solutions for it.
|
||||||
|
To properly understand the security vulnerability opened up by quantum computing, encryption methods in general will be investigated.
|
||||||
|
|
||||||
|
Current state-of-the-art technology utilizes two different encryption methods: symmetric and asymmetric encryption.
|
||||||
|
Symmetric encryption uses a single key for both the encryption and decryption process and is mainly used for securing data.
|
||||||
|
A common symmetric encryption algorithm is called "Advanced Encryption Standard (AES)".
|
||||||
|
The security of data encrypted with algorithms like AES depends heavily on the length of the key used.
|
||||||
|
The longer the key, the more secure the encrypted data.
|
||||||
|
Asymmetric encryption on the other hand uses pairs of keys --- a public and a private key --- to encrypt and decrypt information.
|
||||||
|
The principle behind asymmetric cryptography, as implemented by the "Rivest–Shamir–Adleman (RSA)" algorithm, stems from the complexity of factoring very large numbers into primes.
|
||||||
|
In summary, the security of symmetric and asymmetric encryption methods is based on the high computational effort required to break the encryption.
|
||||||
|
While AES encryption with a long key requires trying a vast array of possible keys, RSA requires efficiently performing prime factorization on large numbers.
|
||||||
|
|
||||||
|
While symmetric and asymmetric encryption methods have proven effective in securing data, the continuous increase in performance of quantum computing could open up vulnerabilities in classical encryption algorithms.
|
||||||
|
Quantum computers utilize a different approach to solve computational problems.
|
||||||
|
Instead of processing data in a binary format using ones and zeroes, quantum computers operate using qubits.
|
||||||
|
While qubits can represent two different values, like an ordinary bit, qubits are also capable of representing any value in between its two base states, for example zero and one.
|
||||||
|
It is also important to note, that a qubit can, due to its physical properties, exist in multiple of these states at once.
|
||||||
|
This property allows a quantum computer to explore numerous possible solutions to a problem in parallel, significantly increasing the computation process.
|
||||||
|
Additionally, two qubits can also be created in such a way that their states depend on each other, making complex correlations between the two qubits possible.
|
||||||
|
These two properties of qubits open up the possibility for quantum computers to solve the previously introduced numerical problems by encryption algorithms in an efficient way.
|
||||||
|
|
||||||
|
As a result, quantum computers are able to solve the two problems making AES and RSA secure significantly faster than their classical counterparts.
|
||||||
|
To break the encryption of symmetric encryption algorithms like AES, "Grover's Algorithm" can be used.
|
||||||
|
Grover's Algorithm is also commonly defined as the quantum search algorithm.
|
||||||
|
This means that Grover's Algorithm is capable of performing the task of _function inversion_.
|
||||||
|
If a function is defined as $y = f(x)$, Gover's Algorithm is able to calculate the value of $x$ when given $y$.
|
||||||
|
Comparing the operation of function inversion to the application of a symmetric encryption algorithm, $y$ can be seen as the encrypted data, while $x$ is the data to be encrypted by the algorithm $f()$.
|
||||||
|
The notable difference between Grover's Algorithm and classical algorithms for the same task is the reduced number of steps required to find a solution.
|
||||||
|
Where classical algorithms would require $N$ steps to find a solution, Grover's Algorithm achieves the same result with $sqrt(N)$ steps.
|
||||||
|
For example, brute-force searching a $128$-bit long key for AES encryption on a classical computer would require approximately $2^128$ trials, whereas Grover's algorithm could accomplish this in about $2^64$ trials.
|
||||||
|
Another algorithm to break the classical encryption methods is "Shor's Algorithm", which is used to efficiently find the prime factors of an integer.
|
||||||
|
As with Grover's Algorithm, Shor's Algorithm is able to find these prime factors faster than a classical algorithm.
|
||||||
|
The time complexity of the "General Number Field Sieve (GNFS)" Algorithm, which is considered the fastest classical integer factoring algorithm, is $O(2^N)$.
|
||||||
|
In contrast, Shor's Algorithm has a time complexity of $O(log(N)^3)$.
|
||||||
|
As a result, Shor's Algorithm reduces the complexity of finding the prime factors of an integer from exponential time to polynomial time, thus breaking the security of RSA, which depends on these prime factors.
|
||||||
|
In conclusion, algorithms for quantum computers make it possible to speed up the process of breaking commonly used encryption methods.
|
||||||
|
|
||||||
|
To address the vulnerabilities that quantum algorithms introduce, two solutions could be implemented.
|
||||||
|
First, quantum-resistent algorithms could be implemented to undermine the efficiency of quantum computers.
|
||||||
|
|
||||||
|
|
||||||
|
Danach mögliche lösungen
|
||||||
|
|
||||||
|
DAnn zusammenfassung
|
||||||
|
|
||||||
|
|
||||||
Essay has a total of #total-words words.
|
Essay has a total of #total-words words.
|
||||||
|
|
||||||
|
|
|
||||||
Loading…
Add table
Add a link
Reference in a new issue