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论文阅读-Pruning for Protection: Increasing Jailbreak Resistance in Aligned LLMs Without Fine-Tuning

研究背景:大型语言模型(LLMs)在生成有害和非法内容方面存在脆弱性,这类攻击被称为“越狱”(jailbreaking)提示。越狱攻击通过精心设计的提示,诱使模型绕过安全对齐机制,生成有害内容。随着LLMs的普及和用户对这些模型的安全性要求提高,研究如何提高LLMs对越狱攻击的抵抗力变得尤为重要。过去方案和缺点:以往的研究主要集中在通过人类反馈的强化学习(RLHF)等方法对LLMs进行微调,以提高其安全性。然而,这些方法通常需要额外的训练,并且在模型压缩(如剪枝)方面对安全性的影响尚不明确。此外,模型压缩可能会影响模型的泛化能力和鲁棒性,但具体效果因压缩方法和实施细节而异。本文方案和步骤:本文

java.net.SocketException : Cannot allocate memory (not Mac) 异常

我在运行ubuntu10.04的tomcat7上部署了一个java应用程序。打开服务器套接字时出现问题,目前我无法重现:java.net.SocketException:Cannotallocatememoryatjava.net.PlainSocketImpl.socketBind(NativeMethod)atjava.net.AbstractPlainSocketImpl.bind(UnknownSource)atjava.net.ServerSocket.bind(UnknownSource)atorg.subethamail.smtp.server.SMTPServer.cr

java - 小服务程序 : SEVERE: Allocate exception for servlet

以下堆栈跟踪是我尝试访问一个servlet时得到的,它似乎在Tomcat管理器中运行良好。11Sep,201211:50:12AMorg.apache.catalina.core.ApplicationContextlogINFO:MarkingservletLoginServletasunavailable11Sep,201211:50:12AMorg.apache.catalina.core.StandardWrapperValveinvokeSEVERE:AllocateexceptionforservletLoginServletjava.lang.Error:Unresolv

java - JVM 崩溃并出现错误 ='Cannot allocate memory' (errno=12)

我的代码因此错误消息而崩溃Executing"/usr/bin/javacom.utils.BotFilter"OpenJDK64-BitServerVMwarning:INFO:os::commit_memory(0x0000000357c80000,2712666112,0)failed;error='Cannotallocatememory'(errno=12)ThereisinsufficientmemoryfortheJavaRuntimeEnvironmenttocontinue.Nativememoryallocation(malloc)failedtoallocate2

FATAL ERROR: Ineffective mark-compacts near heap limit Allocation failed - JavaScript heap out of me

ks前端nodejs16构建内存溢出报错解决报错信息:FATALERROR:Ineffectivemark-compactsnearheaplimitAllocationfailed-JavaScriptheapoutofmemory`全部的报错信息---JSstacktrace--->FATALERROR:Ineffectivemark-compactsnearheaplimitAllocationfailed-JavaScriptheapoutofmemory1:0xb02ec0node::Abort()[/usr/local/bin/node]2:0xa181fbnode::FatalE

【异常】前端提示FATAL ERROR: Committing semi space failed. Allocation failed - JavaScript heap out of memory

一、报错内容---LastfewGCs--->[13880:00000215307018C0]2089668ms:Scavenge636.6(662.2)->635.7(662.2)MB,1.8/0.0ms(averagemu=0.997,currentmu=

c++ - bad_alloc 在类 Texture 上调用 new 时

这是有问题的行:Texture*texture=newTexture(...);我在这里收到来自bad_alloc的信息:void*__CRTDECLoperatornew(size_tsize)_THROW1(_STDbad_alloc){//trytoallocatesizebytesvoid*p;while((p=malloc(size))==0)if(_callnewh(size)==0){//reportnomemorystaticconststd::bad_allocnomem;_RAISE(nomem);}return(p);}大小是~28字节大到目前为止,该程序已在32

c++ - 使用 stxxl 队列时为 `pointer being freed was not allocated`

我的代码似乎可以工作(由于上述错误,我还没有在大型数据集上尝试过)。代码:#include#include#includeintmain(){//queueq;//thisworksstxxl::queueq;//doesnotworkfor(inti=0;i我的简单.stxxl就是:disk=./testfile,0,syscall但我的错误是:stackexchangeexample(3884)malloc:***errorforobject0x101c04000:pointerbeingfreedwasnotallocated***setabreakpointinmalloc_e

《Cache-Aided MEC for IoT: Resource Allocation Using Deep Graph Reinforcement Learning》阅读笔记

《Cache-AidedMECforIoT:ResourceAllocationUsingDeepGraphReinforcementLearning》阅读笔记QuestionContributionRelatedworksSystemmodelnetworkarchitecturecommunicationmodelcomputingmodelcachingmodelProblemformulationOptimizationObjectiveproblemformulationDGRL-BasedResourceAllocationAlgorithmSimulationresultsCon

c++ - 无法在 MinGW 中捕获 bad_alloc

我正在为家庭作业编写一个程序,我需要分配许多对象来检查位置和性能等方面的事情。我似乎无法捕捉到new抛出的异常#include"List.h"#include#includeintmain(intargc,char**argv){coutnext=ptrList2;ptrList2->previous=ptrList;ptrList=ptrList2;}}catch(bad_allocconst&e){cout结果:ThisapplicationhasrequestedtheRuntimetoterminateitinanunusualway.Pleasecontacttheappli